Paper Citation Record · LEDGER

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2411.15296.

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

pith.paper-citation-record.v1
2411.15296 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 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 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:08:08.997103Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 58b0312e-73ff-42f8-b310-a2d89b9933b8 · inbound

Visual Large Language Models for Generalized and Specialized Applications cites this paper.

Visual Large Language Models for Generalized and Specialized Applications MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:08:08.997103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d69f840a-ba74-4bf5-b900-dd7928b931eb · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:32.989284Z

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 e71ccea0-7fe7-42a3-88eb-843910d7a257 · inbound

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment cites this paper.

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T18:23:49.849204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91af4587-f0ff-4525-8ae0-dfbce396dc6f · inbound

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models cites this paper.

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:51:37.685457Z

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 5d73b1f5-bc43-45ea-8adc-38778701ecfd · inbound

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

STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:41.573252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f31ac3a0-02af-4b1c-aa28-ff6583550664 · inbound

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation cites this paper.

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:31.362263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15910943-7fd6-4bd0-975b-f2f21ac59ccd · inbound

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation cites this paper.

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:15.288212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a236e54-b53d-4350-96ea-4fa5bbd5bdf2 · inbound

BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models cites this paper.

BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:40.742944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa2101a-7e86-4794-ae79-813cfdec8a38 · inbound

Mitigating Object Hallucination via Robust Local Perception Search cites this paper.

Mitigating Object Hallucination via Robust Local Perception Search MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:53:58.992333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceaae5c7-6498-4941-8dce-05f664adf7a8 · inbound

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning cites this paper.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:40.351303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1198782c-3978-4d7f-bd57-b5177a52c381 · inbound

Vision Generalist Model: A Survey cites this paper.

Vision Generalist Model: A Survey MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:42.097080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a649fa7-a297-4640-82a1-1d40ae8fa644 · inbound

VFaith: Do Large Multimodal Models Really Reason on Seen Images Rather than Previous Memories? cites this paper.

VFaith: Do Large Multimodal Models Really Reason on Seen Images Rather than Previous Memories? MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:32.177092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b305033a-7bc9-47a0-86da-c716cee83a57 · inbound

COREVQA: A Crowd Observation and Reasoning Entailment Visual Question Answering Benchmark cites this paper.

COREVQA: A Crowd Observation and Reasoning Entailment Visual Question Answering Benchmark MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T16:41:12.474596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c6ffac-10c6-440e-ac75-fe2fbdae59e4 · inbound

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:34.567976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c57aa8-a239-4e56-947f-112ad31e4aa3 · inbound

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model cites this paper.

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:51.910988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa0ca7aa-a81d-43a5-ba0b-89fa84c15f9e · inbound

Robix: A Unified Model for Robot Interaction, Reasoning and Planning cites this paper.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T12:59:03.490856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 591b2eb1-bb4e-48c7-8835-189caadd707a · inbound

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images cites this paper.

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:35:52.579252Z

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 44778109-6e37-4486-8e59-afb19081582d · inbound

DSBench: A Comprehensive Benchmark for Evaluating External and In-Cabin Risks cites this paper.

DSBench: A Comprehensive Benchmark for Evaluating External and In-Cabin Risks MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T21:37:07.293897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c6187a-940a-49a1-a657-4ee3f4768b5d · inbound

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction cites this paper.

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:11:27.456373Z

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 6389e998-af92-4262-a4fe-d0ebddf7af20 · inbound

Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge cites this paper.

Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:35:35.313567Z

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 166cd3b6-082f-4e88-a2df-0d5a66694532 · inbound

Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks cites this paper.

Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T11:10:01.996695Z

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 d053b36e-308b-474a-a990-95989a370908 · inbound

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation cites this paper.

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:51:03.774184Z

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 808d609a-0137-4df7-8089-9000bd0006b0 · inbound

Structural Ranking of the Cognitive Plausibility of Computational Models of Analogy and Metaphors with the Minimal Cognitive Grid cites this paper.

Structural Ranking of the Cognitive Plausibility of Computational Models of Analogy and Metaphors with the Minimal Cognitive Grid MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 196

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:56:06.127142Z

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 4f48086b-2a9e-480d-8aae-3b3209320359 · inbound

CC-OCR V2: Benchmarking Large Multimodal Models for Literacy in Real-world Document Processing cites this paper.

CC-OCR V2: Benchmarking Large Multimodal Models for Literacy in Real-world Document Processing MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 65

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:46:49.148170Z

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 87b8f2e0-f26f-423e-afcc-d44853e0151a · inbound

SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models cites this paper.

SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T06:57:27.658510Z

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 c3cb4d90-09dd-4f00-87ec-90e7008fde86 · inbound

See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding cites this paper.

See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:13:16.285669Z

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 f47b0468-b02e-4423-90c4-a8e7b2ee9ee3 · inbound

WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens cites this paper.

WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:08:15.747254Z

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 63ede929-1537-4a70-bc1f-a535b0984e76 · inbound

WikiVQABench: A Knowledge-Grounded Visual Question Answering Benchmark from Wikipedia and Wikidata cites this paper.

WikiVQABench: A Knowledge-Grounded Visual Question Answering Benchmark from Wikipedia and Wikidata MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 115

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T04:43:58.708522Z

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 1e5eda72-809b-41a2-97cb-c4920fb07921 · inbound

LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank cites this paper.

LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T03:58:57.116684Z

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 52278575-45e4-495c-8025-2304dd4f967b · inbound

Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026 cites this paper.

Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026 MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T02:23:00.931773Z

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 d3532870-03af-48ba-8a64-349c3088724e · inbound

Generalize LMMs to Versatile Visual Modalities via Fabricated Modality Synthesis cites this paper.

Generalize LMMs to Versatile Visual Modalities via Fabricated Modality Synthesis MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T12:45:30.225562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbdc1b8-f069-4838-a1cb-7d9a07af4024 · inbound

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions cites this paper.

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T01:58:01.941030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a816af5-5c56-4df6-86ff-b56fda2106c0 · inbound

SABRE: Scalable and Automated Benchmarking of VLMs under Stress cites this paper.

SABRE: Scalable and Automated Benchmarking of VLMs under Stress MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T04:45:07.223493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.