Paper Citation Record · LEDGER

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

As of 11 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 100 inbound Pith citation observations for arXiv:2407.07895.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2407.07895 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T06:01:53.730356Z

measured 169 of 169 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 100 of 215 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:31:15.965901Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

69 of 69 outbound references displayed

verified exact31
verified fuzzy33
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

23
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c1a6b6b4-7f24-47ae-86c6-5852cf912c73 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Flamingo: a visual language model for few-shot learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.250547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3738015-9edb-4629-99e0-db936c2425cd · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:52:01.553388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d201b793-59e1-42dc-ab82-3e001f933993 · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Scanqa: 3d question answering for spatial scene understanding

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.111010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b68a006c-9eb8-4538-948d-4afe93788c11 · outbound

This paper cites Qwen Technical Report.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Qwen Technical Report

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:54.066484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af82c23b-930a-4fa9-91e7-f1d67e9fa388 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.811519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61e5f039-a994-4097-8823-244f763dfadd · outbound

This paper cites Visual question answering on image sets.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Visual question answering on image sets

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.118345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 010363d5-1c73-4422-9399-4cab4a8f1a34 · outbound

This paper cites VideoLLM: Modeling Video Sequence with Large Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models VideoLLM: Modeling Video Sequence with Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.863823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 94fa5daa-c824-44f3-8657-ed84d15d231e · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.907536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fd569198-e3d3-4481-bf67-08d9ed3c1e28 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.941152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2490bbe3-8e77-4a4e-ae5a-95e5937f0c81 · outbound

This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:18:15.850579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7be3e54b-3137-42fd-b0d5-754a9281ea62 · outbound

This paper cites SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.007023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 63eae5ec-f086-4854-81d4-29a148cdcf8b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Gemini: A Family of Highly Capable Multimodal Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:54.028270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 946005f6-d8df-44a3-b154-20715311ed17 · outbound

This paper cites Sciverse.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Sciverse

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.129149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 080577c8-4f50-4d7f-a6ab-4f3b2ac2b91e · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.075378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67017df5-c408-44fb-9adc-c9bdeaafe641 · outbound

This paper cites ImageBind-LLM: Multi-modality Instruction Tuning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models ImageBind-LLM: Multi-modality Instruction Tuning

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.096749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e64181b-a782-4825-9d7e-2cb6cb48973b · outbound

This paper cites 3d-llm: Injecting the 3d world into large language models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models 3d-llm: Injecting the 3d world into large language models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.133170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6fc66ded-ac69-4318-943e-02592dd933e5 · outbound

This paper cites 3d-llm: Injecting the 3d world into large language models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models 3d-llm: Injecting the 3d world into large language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.137273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a9da7cef-728d-47e9-b72c-d75717c57480 · outbound

This paper cites Language Is Not All You Need: Aligning Perception with Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Language Is Not All You Need: Aligning Perception with Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:32:23.026112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 92774a09-2243-462e-8c7c-4b0a301e10c5 · outbound

This paper cites MANTIS: Interleaved Multi-Image Instruction Tuning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MANTIS: Interleaved Multi-Image Instruction Tuning

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:01:53.834439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c324eeda-50c0-4d0a-a6d4-63947787e77b · outbound

This paper cites Many-Shot In-Context Learning in Multimodal Foundation Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Many-Shot In-Context Learning in Multimodal Foundation Models

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:01:53.841270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d6e01e5-b49e-439e-8a6b-de3456d2c396 · outbound

This paper cites ReMI: A Dataset for Reasoning with Multiple Images.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models ReMI: A Dataset for Reasoning with Multiple Images

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:01:53.858154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 37828504-eb27-4e88-b5c2-83a63acadd62 · outbound

This paper cites Obelics: An open web-scale filtered dataset of interleaved image-text documents.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Obelics: An open web-scale filtered dataset of interleaved image-text documents

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.144329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 535bc872-3868-499a-95b7-224b248aca5d · outbound

This paper cites What matters when building vision-language models?.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models What matters when building vision-language models?

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.879662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11bbf476-21f5-4f49-b98f-66392cb90281 · outbound

This paper cites Llava-next: Stronger llms supercharge multimodal capabilities in the wild, May 2024.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Llava-next: Stronger llms supercharge multimodal capabilities in the wild, May 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.156857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 448207a4-f2cb-42c0-9662-5afe17eeae6d · outbound

This paper cites MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.915342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a52d7edc-059e-43f4-b9f3-2127a1a9817d · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and genera- tion.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Blip: Bootstrapping language-image pre-training for unified vision-language understanding and genera- tion

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.164224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a31826b8-5e66-4b5c-8384-49bc1a92bb17 · outbound

This paper cites Fine-tuning multimodal llms to follow zero-shot demonstrative in- structions.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Fine-tuning multimodal llms to follow zero-shot demonstrative in- structions

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.169809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3fc334e-a87d-4a13-806c-c051054beee2 · outbound

This paper cites Fine-tuning multimodal llms to follow zero-shot demonstrative in- structions.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Fine-tuning multimodal llms to follow zero-shot demonstrative in- structions

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.177720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00f85e25-659b-4493-a6d5-69c64df88929 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models VideoChat: Chat-Centric Video Understanding

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:30:00.879549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d4ff821-c132-445e-b69a-40f3ee6a4f5d · outbound

This paper cites Mvbench: A comprehensive multi-modal video understanding benchmark.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Mvbench: A comprehensive multi-modal video understanding benchmark

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.182237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 075a7d8a-4684-4e04-b3e0-ef9b26d2067e · outbound

This paper cites LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.037741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b5d0cc22-b356-4bb9-b792-ea6e52fb3f52 · outbound

This paper cites Video-llava: Learning united visual representation by alignment before projection.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Video-llava: Learning united visual representation by alignment before projection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.185673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 93790b17-d7d6-4ad5-a90f-3c10ec4d9aeb · outbound

This paper cites Vila: On pre- training for visual language models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Vila: On pre- training for visual language models

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.193923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b8ac181-2c73-4433-8850-b36323159e1e · outbound

This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:03:27.047113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be1b695a-bf15-4dc1-8f4a-385e1bdf2ab3 · outbound

This paper cites Improved baselines with visual instruction tun- ing.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Improved baselines with visual instruction tun- ing

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.197203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b10f6c3-a30e-4f95-803f-6f382f4d8529 · outbound

This paper cites Llava- next: Improved reasoning, ocr, and world knowledge, January 2024.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Llava- next: Improved reasoning, ocr, and world knowledge, January 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.200045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 714843e4-6595-42c8-9ba0-6dfd915c9eb7 · outbound

This paper cites Visual instruction tuning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Visual instruction tuning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.225950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1797f7e-b858-4f8c-aaae-45251b6306fa · outbound

This paper cites Vista-llama: Reliable video narra- tor via equal distance to visual tokens.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Vista-llama: Reliable video narra- tor via equal distance to visual tokens

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.230003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 20a145ad-5579-41ea-9f09-31b4f99eb4c9 · outbound

This paper cites Video-chatgpt: Towards detailed video understanding via large vision and lan- guage models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Video-chatgpt: Towards detailed video understanding via large vision and lan- guage models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.235050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2bd38de-4183-4f3c-9720-d52901c0cb0e · outbound

This paper cites Video-chatgpt: Towards detailed video understanding via large vision and lan- guage models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Video-chatgpt: Towards detailed video understanding via large vision and lan- guage models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.241181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1fda17c4-bc48-4651-9e3e-e1407b6fa0ae · outbound

This paper cites MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-16T04:09:36.761640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 631dfacf-4839-4e6e-8a61-3108361a6db9 · outbound

This paper cites Gpt-4 technical report.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Gpt-4 technical report

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.244545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d676ccfd-b323-4818-8343-8ba647e835c0 · outbound

This paper cites GPT-4V(ision) system card.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models GPT-4V(ision) system card

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.106869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bcc57d77-533f-44e5-ba13-1e1ea51e6e6d · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models DINOv2: Learning Robust Visual Features without Supervision

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.869766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 214c4f86-17d6-4c41-8a3f-ef495a50e597 · outbound

This paper cites Learning transferable visual models from natural language supervision.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Learning transferable visual models from natural language supervision

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.256195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c977c08-f0f4-4f82-afc6-a88f86a9a316 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:21:01.130308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ae410d6-2a09-4a2e-b1ef-b93d2b6cf2c3 · outbound

This paper cites Conceptual captions: A cleaned, hy- pernymed, image alt-text dataset for automatic image captioning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Conceptual captions: A cleaned, hy- pernymed, image alt-text dataset for automatic image captioning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.295762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ad6d14b-7f6f-40f8-bc6a-811e9ac20a07 · outbound

This paper cites Alfred: A benchmark for interpreting grounded instructions for everyday tasks.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Alfred: A benchmark for interpreting grounded instructions for everyday tasks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.407700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca1fe776-dd21-47ac-9020-1be100527f61 · outbound

This paper cites Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.925903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 24010fe4-7d8f-4485-b2a2-5b10a086e7f7 · outbound

This paper cites A Corpus for Reasoning About Natural Language Grounded in Photographs.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models A Corpus for Reasoning About Natural Language Grounded in Photographs

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.935043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 18743191-6eb9-4521-833d-2cf5e4cfd3f0 · outbound

This paper cites Generative multi- modal models are in-context learners.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Generative multi- modal models are in-context learners

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.420983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 99298421-d2ef-4aaf-bfab-965b5835dc05 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models LLaMA: Open and Efficient Foundation Language Models

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.947344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d09921d-82c0-4f35-977c-bc88e19bc222 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:01:53.954672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 40bb0bb5-ad2a-4d50-b8b8-2c999dbfe2b8 · outbound

This paper cites MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:09:30.603679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c6edefc-924a-4814-96bb-d0ab6ccd99b4 · outbound

This paper cites STAR: A Benchmark for Situated Reasoning in Real-World Videos.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models STAR: A Benchmark for Situated Reasoning in Real-World Videos

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.971264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation baba10dc-c7e9-4a1e-9c9f-1e755cfba758 · outbound

This paper cites Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:53.983850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 205642d2-b085-413a-b0b3-a6978326b633 · outbound

This paper cites Next-qa: Next phase of question-answering to explaining temporal actions.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Next-qa: Next phase of question-answering to explaining temporal actions

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.453723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84121b69-b692-4d17-b069-7a39544b3a85 · outbound

This paper cites PointLLM: Empowering Large Language Models to Understand Point Clouds.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models PointLLM: Empowering Large Language Models to Understand Point Clouds

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:01:54.002228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c17b0ad-8401-41dc-8cbc-5d83bee6f3d7 · outbound

This paper cites Activitynet-qa: A dataset for understanding complex web videos via question answering.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Activitynet-qa: A dataset for understanding complex web videos via question answering

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.536774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 25010481-2a22-4df9-a3e1-949d351b8806 · outbound

This paper cites Mmmu: A mas- sive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Mmmu: A mas- sive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.544773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea90a5a7-a265-4bcd-9651-3cbf7ed84f7d · outbound

This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:37:42.029646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T17:38:12.261029+00:00.

Observation 8c7e0da2-81d6-4681-8e2b-2394d3ec103b · outbound

This paper cites Sigmoid loss for language im- age pre-training.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Sigmoid loss for language im- age pre-training

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.551143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2be66cc2-d484-4cb3-b4ac-8e26c01ad504 · outbound

This paper cites Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.032979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43569bcb-7cd3-4831-8cd6-0334e6dd34c7 · outbound

This paper cites LLaMA-adapter: Efficient fine-tuning of large language models with zero-initialized attention.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models LLaMA-adapter: Efficient fine-tuning of large language models with zero-initialized attention

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.560615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a459fd1-0b51-458c-86c6-7c745aa4bb3b · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:29:30.364997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a21b82d-8f57-4c5d-8782-6593f43566e9 · outbound

This paper cites MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.061147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a689cc28-8bed-4fd2-a628-1b8e447b91fc · outbound

This paper cites Llava-next: A strong zero-shot video under- standing model, April 2024.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Llava-next: A strong zero-shot video under- standing model, April 2024

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.565998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d8a579f9-681b-4f3e-847f-f2848bf53902 · outbound

This paper cites Multimodal c4: An open, billion-scale corpus of images interleaved with text.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Multimodal c4: An open, billion-scale corpus of images interleaved with text

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T06:01:54.573443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fdf3656d-c70d-46c6-ac01-20c2bc077077 · outbound

This paper cites an unresolved cited work.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Unresolved cited work

Reference 69

Resolution: malformed identifier; raw_fallback, observed 2026-05-11T06:01:54.582702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 211d1d65-7d4e-43bd-85b2-2e4ac21c0a52 · inbound

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? cites this paper.

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-05-17T01:29:30.210789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 615da092-a5ce-4f55-a172-38ac1fb26e79 · inbound

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone cites this paper.

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.585341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16ad22ba-2820-4a99-9532-100dd81de35f · inbound

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models cites this paper.

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 220

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:20:36.416394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a9b0b24-ddd6-4fe9-8a77-b6c2c21a5797 · inbound

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark cites this paper.

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-14T00:51:48.357499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ce228db-5c85-4358-ac94-68ac0dde6c16 · inbound

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks cites this paper.

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-17T21:19:43.983968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b9d8dba-f3b9-4110-a689-ec02bb49593f · inbound

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation cites this paper.

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-18T14:40:00.141940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9512c314-7c3b-47c8-b3c5-fdfe3c0b33bc · inbound

PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance cites this paper.

PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-23T17:33:15.639650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca3abdb6-e5d6-46ab-98dc-6f98ad8a3a1b · inbound

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding cites this paper.

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-05-11T10:09:23.805919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a208d090-c73e-48b8-82a5-cf931a563881 · inbound

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation cites this paper.

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 39

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T11:49:14.727821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82223398-adaf-490f-b246-cc2e9b3989d8 · inbound

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling cites this paper.

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-18T04:02:43.430481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7f28594-1b24-47e6-a3d8-0760c86a7a36 · inbound

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs cites this paper.

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T21:31:15.965901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef14f9f-c31c-4f57-81e0-bf0972528647 · inbound

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency cites this paper.

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:00.546599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5b1fdb-994f-432a-b989-b8dc7c3bf9cc · inbound

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding cites this paper.

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-23T06:02:37.355001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 941e3834-430a-4454-93d8-e918e571fb39 · inbound

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models cites this paper.

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:40.578987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9fbd42-d719-43f2-948d-1c458390340b · inbound

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation cites this paper.

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:44.464754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26760f4-3fcf-4b4e-ac56-e16b76841d14 · inbound

Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness cites this paper.

Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:33:54.031175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4652513e-de24-4f2b-9611-4b62980f1b79 · inbound

When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis cites this paper.

When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T19:05:52.804312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700fca19-cb51-4cbe-809b-15818d86dd94 · inbound

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models cites this paper.

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T15:31:35.602049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fabd24d6-5e9c-487c-ab18-8415e1e5138b · inbound

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding cites this paper.

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T14:40:55.236516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9388e9f1-7733-45f2-a9a0-4616af00ec98 · inbound

Histopathology Multi-modal Embedding for Pathology Composed Retrieval cites this paper.

Histopathology Multi-modal Embedding for Pathology Composed Retrieval LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T13:30:12.974013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d4bd1b1-48f3-42f9-a787-d0fba4c35e45 · inbound

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models cites this paper.

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T12:15:53.477089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eef3c2e-3460-4598-bd12-47a07501e139 · inbound

3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning cites this paper.

3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T23:21:24.811203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c000dd-59bc-471b-992b-76d91a23abb6 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 276

Resolution: verified exact; local_arxiv, observed 2026-05-15T17:18:53.614766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00cbfc93-433b-4d54-8a6d-d9dc03f3d662 · inbound

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems cites this paper.

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-22T22:57:13.351076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e66a46c0-3c91-4517-ac37-8e63025eff47 · inbound

Seed1.5-VL Technical Report cites this paper.

Seed1.5-VL Technical Report LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.585341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3341a722-d566-4051-a973-097073331774 · inbound

Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering cites this paper.

Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:24.855615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12cec2a7-abdf-4484-a537-a7d49576ec7a · inbound

Visual Agentic Reinforcement Fine-Tuning cites this paper.

Visual Agentic Reinforcement Fine-Tuning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:27.491865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf32c404-8e32-4da5-8a41-e18106c4adc5 · inbound

Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency cites this paper.

Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:04.786215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 113e3bc5-eadf-4c37-92bb-29c545e23c57 · inbound

ViaRL: Adaptive Temporal Grounding via Visual Iterated Amplification Reinforcement Learning cites this paper.

ViaRL: Adaptive Temporal Grounding via Visual Iterated Amplification Reinforcement Learning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:20:57.242364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e666ddb-be36-425a-86fd-cf359b6216de · inbound

STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs cites this paper.

STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:42.075306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5cf6810-da43-4cd8-81d0-acd914e552a2 · inbound

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models cites this paper.

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:06.857116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d07eb18d-c68a-4dc3-984f-9d24bbbf74c5 · inbound

ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding cites this paper.

ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:25:55.063902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 981ae193-7e67-442a-9c3b-1bf192d17e9e · inbound

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation cites this paper.

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:12.320067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8005a3-abc0-497d-a663-8d9b958afd0b · inbound

TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs cites this paper.

TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:48.190049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f855ee83-aae6-49e2-8691-74e7a8b72270 · inbound

Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-07T14:11:59.735118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c500152-2066-4fa1-bda7-fbb376034dcc · inbound

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos cites this paper.

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:03:00.801599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8485d23b-57a7-4c04-a5a4-44bfb5ed4672 · inbound

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning cites this paper.

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:25:17.473519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7661d267-206a-4624-a7d2-ad635d018b9d · inbound

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs cites this paper.

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:10.915411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481d3352-d8e1-4c05-97e5-2b773533b625 · inbound

Fostering Video Reasoning via Next-Event Prediction cites this paper.

Fostering Video Reasoning via Next-Event Prediction LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.429393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a96e7a8-45c8-4de3-8a5a-1a800d78b3af · inbound

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models cites this paper.

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:00:48.885841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58b2d41-789f-4fd5-b5c6-b70b91274d4e · inbound

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding cites this paper.

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:27.183905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ddb09f-9ca1-4b1d-aa5a-6e3e07673ac3 · inbound

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models cites this paper.

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:45.182318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 344aad25-01f9-4cb8-9749-f1ef562dcc3f · inbound

Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning cites this paper.

Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:55:14.706996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396755af-003a-4a95-979d-1e876c601d0a · inbound

SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs cites this paper.

SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:08.522356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b379fc0-4ef3-45e3-93b6-51201ac64726 · inbound

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing cites this paper.

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:50:52.638441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1f3937-444b-4ad9-b686-4a5cf4401404 · inbound

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images cites this paper.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:32.559182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 045796f1-b877-4933-81e6-b55437019dbc · inbound

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions cites this paper.

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:49:27.831298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12899f82-3563-44a6-9a78-941a20b1afd3 · inbound

Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation cites this paper.

Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:34:03.206849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec1934d-55f9-4823-b709-84fa00b75b98 · inbound

Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? cites this paper.

Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:36:56.903250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa1eb206-ca7b-4363-b8fd-77b9c0e6ef69 · inbound

PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning cites this paper.

PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:34.729605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9cd6f8d-803e-4d7d-9736-8787ab4efb4a · inbound

Demystifying the Visual Quality Paradox in Multimodal Large Language Models cites this paper.

Demystifying the Visual Quality Paradox in Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:56:38.092536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da717749-599d-4916-9ecb-f93dbace5d54 · inbound

How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions cites this paper.

How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:42.178165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c7d626-021b-4630-ba82-b41255c2a330 · inbound

Semantic Caching for Improving Web Affordability cites this paper.

Semantic Caching for Improving Web Affordability LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:52:11.715965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0304ec94-346f-42ef-92bb-ffa955e7c5e6 · inbound

IPFormer-VideoLLM: Enhancing Multi-modal Video Understanding for Multi-shot Scenes cites this paper.

IPFormer-VideoLLM: Enhancing Multi-modal Video Understanding for Multi-shot Scenes LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:37:36.453279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c4469d-25a7-4db2-ac88-4ab13f38b3a3 · inbound

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs cites this paper.

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:27.690418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491e6990-29ec-4934-a82d-bdedd27f0979 · inbound

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning cites this paper.

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:10:20.772845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 004e1b95-1576-4438-bb11-86d5d535fae5 · inbound

Room Scene Discovery and Grouping in Unstructured Vacation Rental Image Collections cites this paper.

Room Scene Discovery and Grouping in Unstructured Vacation Rental Image Collections LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.533347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b25b168-8e05-4ae4-9e0d-dca0b148fd84 · inbound

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning cites this paper.

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-19T06:52:07.952982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e21e9a31-6b36-4a6f-90ac-6cc483401ae9 · inbound

Kwai Keye-VL Technical Report cites this paper.

Kwai Keye-VL Technical Report LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:07.955283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86a8290-85a0-4b46-9027-cb17eeb6047d · inbound

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames cites this paper.

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:06:26.659753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34958276-5601-46d2-a9fe-fc054773bdba · inbound

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models cites this paper.

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:29.433115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad19dd6-f942-4ace-90d9-dab0c91f6bc5 · inbound

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought cites this paper.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:36.992645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f989038e-d8a4-4f79-a1a3-12bf90ba02b3 · inbound

Pedestrian Intention Prediction via Vision-Language Foundation Models cites this paper.

Pedestrian Intention Prediction via Vision-Language Foundation Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:56.791343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ff6505-3b8c-489a-93fc-f5953c148163 · inbound

FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval cites this paper.

FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:00.229869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4538fcbd-2ec2-4ba8-94e9-b6a0e76935b6 · inbound

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning cites this paper.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:21:46.949417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b730cbda-5bef-43f6-8798-4771a4d6016f · inbound

Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation cites this paper.

Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:24:51.915011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f92863-7248-4f98-84ce-187f0a7959ac · inbound

ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments cites this paper.

ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:55:45.322384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025ca9d1-b964-4484-94ed-e1e54b55c98b · inbound

FaceLLM: A Multimodal Large Language Model for Face Understanding cites this paper.

FaceLLM: A Multimodal Large Language Model for Face Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:41.509601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ba75bd4-02e0-44dc-8bcf-3d33d8a96cdd · inbound

Describe Anything Model for Visual Question Answering on Text-rich Images cites this paper.

Describe Anything Model for Visual Question Answering on Text-rich Images LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:23.854998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0188582b-0aa0-412d-bdb3-cdcba7394859 · inbound

InterAct-Video: Reasoning-Rich Video QA for Urban Traffic cites this paper.

InterAct-Video: Reasoning-Rich Video QA for Urban Traffic LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:50.665017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c20f704-e223-4e5b-a652-0cc82321eb7e · inbound

GR-3 Technical Report cites this paper.

GR-3 Technical Report LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-17T08:04:12.673817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50dfb0b0-7468-4715-a1fe-c5ddce93e998 · inbound

LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs cites this paper.

LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:57.692643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7cad20f-21af-4df1-92e8-4210147ffecf · inbound

Object-centric Video Question Answering with Visual Grounding and Referring cites this paper.

Object-centric Video Question Answering with Visual Grounding and Referring LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:19:34.124422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5af75d5-94d6-40be-ab56-232a5a907760 · inbound

EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO cites this paper.

EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T12:40:09.004173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede1ea7f-a126-498b-8996-33326c899b63 · inbound

MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces cites this paper.

MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T12:31:26.071331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a316b7-1e19-4fc6-89ca-7f405d5bf9e2 · inbound

Volume-Distance-Ratio Asymptote and Spacetime Inextendibility for FLRW Spacetimes cites this paper.

Volume-Distance-Ratio Asymptote and Spacetime Inextendibility for FLRW Spacetimes LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T04:36:32.561417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910ab3a5-948e-4b7d-bcc9-3162ce11c2af · inbound

OpenLifelogQA: An Open-Ended Multi-Modal Lifelog Question-Answering Dataset cites this paper.

OpenLifelogQA: An Open-Ended Multi-Modal Lifelog Question-Answering Dataset LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-19T01:26:57.847097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ef91280-3fa7-4007-aa6a-39f50dfe993e · inbound

Multimodal Video Emotion Recognition with Reliable Reasoning Priors cites this paper.

Multimodal Video Emotion Recognition with Reliable Reasoning Priors LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T12:18:32.553102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92fe071e-0cef-4f1d-a299-84da41f4e7b0 · inbound

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content cites this paper.

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T23:43:08.269070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 177dc122-8273-4c03-870e-e8cf638b2e03 · inbound

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild cites this paper.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T21:53:40.542525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3899d92-19a9-4b3f-b1c8-8bab760c7cf2 · inbound

IADGPT: Unified LVLM for Few-Shot Industrial Anomaly Detection, Localization, and Reasoning via In-Context Learning cites this paper.

IADGPT: Unified LVLM for Few-Shot Industrial Anomaly Detection, Localization, and Reasoning via In-Context Learning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:20:12.525660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d9f69a4-1136-4732-8936-b794417cb6bd · inbound

A Survey on Video Temporal Grounding with Multimodal Large Language Model cites this paper.

A Survey on Video Temporal Grounding with Multimodal Large Language Model LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:17.799225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec322ad7-3d90-4a70-ac13-c2e78f070e97 · inbound

Region-Level Context-Aware Multimodal Understanding cites this paper.

Region-Level Context-Aware Multimodal Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T19:39:48.167701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eaaec05-f53b-43aa-9ac0-424881140064 · inbound

AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings cites this paper.

AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T19:02:49.929085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ecf628-7c09-4a99-a955-bc2e90e71ac8 · inbound

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark cites this paper.

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:07.599560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8c289cd-b6e4-4188-bf6e-c8e9db1b9195 · inbound

SEAM: Semantically Equivalent Across Modalities Benchmark for Vision-Language Models cites this paper.

SEAM: Semantically Equivalent Across Modalities Benchmark for Vision-Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T16:32:43.040398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f42c18c-c8e8-4144-8a66-04453bac6a48 · inbound

Ego-centric Predictive Model Conditioned on Hand Trajectories cites this paper.

Ego-centric Predictive Model Conditioned on Hand Trajectories LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:29:25.465694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4097d819-b341-41b9-892a-7aae4935978f · inbound

CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving cites this paper.

CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-18T20:11:50.824721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4468c9a-0187-4eb9-abe4-590c55e5e6a5 · inbound

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs cites this paper.

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T05:12:44.181052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab5c75e-59a5-4bb6-8b05-4d7047b3d975 · inbound

Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images cites this paper.

Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-18T17:42:47.591189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e57d26b-0ecc-47ba-9c55-5ba61a521cf0 · inbound

InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning cites this paper.

InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:56.239297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8ae2c0-cb60-44fb-9469-3644af3ce3ea · inbound

MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction cites this paper.

MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-18T14:11:27.506328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a56dd022-f6b6-4b89-b253-71bc8c61c996 · inbound

POVQA: Preference-Optimized Video Question Answering with Rationales for Data Efficiency cites this paper.

POVQA: Preference-Optimized Video Question Answering with Rationales for Data Efficiency LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T13:22:33.874949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107633b8-832d-4086-b8c4-cb1733ce28b7 · inbound

Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation cites this paper.

Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:54:44.073688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b54e816c-2572-4492-be4c-60f68ca312e9 · inbound

MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding cites this paper.

MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:16.428946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20b2645-8f0e-420d-8237-4c5bf9beeb28 · inbound

Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation cites this paper.

Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-17T06:19:09.881697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b3603a2e-65cf-45c4-8f50-e6e53fa82e62 · inbound

RefBench-PRO: Perceptual and Reasoning Oriented Benchmark for Referring Expression Comprehension cites this paper.

RefBench-PRO: Perceptual and Reasoning Oriented Benchmark for Referring Expression Comprehension LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T18:15:05.459491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c75648d-0ef4-49e2-b309-a9a3f18588ce · inbound

Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding cites this paper.

Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:58:46.618430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c46fbf43-cad5-4e06-b956-1bd23df14fe7 · inbound

Are vision-language models ready to zero-shot replace supervised classification models in agriculture? cites this paper.

Are vision-language models ready to zero-shot replace supervised classification models in agriculture? LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T21:18:32.238282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3be2a57-c51f-4003-8361-00e2d681c6c0 · inbound

BrepLLM: Enabling Large Language Models to Understand Boundary Representations cites this paper.

BrepLLM: Enabling Large Language Models to Understand Boundary Representations LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T15:37:20.281619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.