Paper Citation Record · LEDGER

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 48 inbound Pith citation observations for arXiv:2411.03628.

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

pith.paper-citation-record.v1
2411.03628 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:40.614557Z

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

0
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 9bd4898b-b214-4606-8419-3699604de887 · inbound

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions cites this paper.

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-11T16:56:06.254787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4356eb-06cf-4207-91f3-aa561ec377ba · inbound

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs cites this paper.

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:53:26.296558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e7d65b3-1e6a-4799-a3bf-69b740edbb67 · inbound

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark cites this paper.

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-16T11:46:40.614557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b345a33e-efb2-405e-b171-865a7a5412c5 · inbound

LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale cites this paper.

LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T11:16:26.974973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b43313-834b-48d5-8502-d609831f2d14 · inbound

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos cites this paper.

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:47:27.248339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7739048-e734-4807-b2d6-c769a53a1e94 · inbound

Seed1.5-VL Technical Report cites this paper.

Seed1.5-VL Technical Report StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:26:05.849502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d7a362db-5f54-4548-b73e-99ceb56abe63 · inbound

Temporally-Grounded Language Generation: A Benchmark for Real-Time Vision-Language Models cites this paper.

Temporally-Grounded Language Generation: A Benchmark for Real-Time Vision-Language Models StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:59:44.373465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5b8677-dccf-4afb-8f70-de7ab238b893 · inbound

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval cites this paper.

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:31:40.776721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3ddb6c7-7078-487e-aae5-25a4dc1dd532 · inbound

AViLA: Asynchronous Vision-Language Agent for Streaming Multimodal Data Interaction cites this paper.

AViLA: Asynchronous Vision-Language Agent for Streaming Multimodal Data Interaction StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:51:52.872171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06bc4f0d-0227-4fc5-9358-d442d0b8ea74 · inbound

OmniEval: A Benchmark for Evaluating Omni-modal Models with Visual, Auditory, and Textual Inputs cites this paper.

OmniEval: A Benchmark for Evaluating Omni-modal Models with Visual, Auditory, and Textual Inputs StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:41:09.479989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a49e3718-f95e-4026-a5f5-0ac0de340ec5 · inbound

ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models cites this paper.

ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:03:14.015160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 663612ab-4506-4272-a290-c619216eb2f4 · inbound

Diffractive electroproduction of light vector particles: leading Fock-state contribution in the presence of significant higher Fock-state effects cites this paper.

Diffractive electroproduction of light vector particles: leading Fock-state contribution in the presence of significant higher Fock-state effects StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T05:25:57.420224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5af3be-a259-4fad-ac21-759bdd354340 · inbound

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos cites this paper.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:51:28.116389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43fbf30b-2bc3-4141-acc6-7f7e6f52eb0c · inbound

Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously cites this paper.

Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T18:23:40.145298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1805d1dd-7ca4-41dd-96db-c66796f2cf02 · inbound

SVCBench: A Streaming Video Counting Benchmark for Spatial-Temporal State Maintenance cites this paper.

SVCBench: A Streaming Video Counting Benchmark for Spatial-Temporal State Maintenance StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T22:09:56.270516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5e00ea-18bb-4c81-85b7-c98f527b91a1 · inbound

Seed1.8 Model Card: Towards Generalized Real-World Agency cites this paper.

Seed1.8 Model Card: Towards Generalized Real-World Agency StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:45:14.391226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8141243b-fd9f-4cb1-a5b3-ca88cf3d80cb · inbound

VSAS-Bench: Real-Time Evaluation of Visual Streaming Assistant Models cites this paper.

VSAS-Bench: Real-Time Evaluation of Visual Streaming Assistant Models StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:25:58.057011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8fbd045e-016c-4574-bda8-3852d9a6758d · inbound

Online Reasoning Video Object Segmentation cites this paper.

Online Reasoning Video Object Segmentation StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:31:00.212771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b490176-a817-4edf-8c78-e747aedccbaf · inbound

OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning cites this paper.

OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:56:47.757004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac1758e3-3689-4543-8d90-2b3341a1d9a9 · inbound

Existence of small semi-vortex solutions for the cubic nonlinear Schr\"{o}dinger system with Rashba type Spin-Orbit coupling on $\mathbb{R}^2$ cites this paper.

Existence of small semi-vortex solutions for the cubic nonlinear Schr\"{o}dinger system with Rashba type Spin-Orbit coupling on $\mathbb{R}^2$ StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T18:51:26.143516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c4b23d-8c17-4e26-9a5b-4aa2d8ba3853 · inbound

LiveVLN: Breaking the Stop-and-Go Loop in Vision-Language Navigation cites this paper.

LiveVLN: Breaking the Stop-and-Go Loop in Vision-Language Navigation StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:13.476794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 38540981-0d22-4fb4-a52e-02067ffebab7 · inbound

Don't Pause! Every prediction matters in a streaming video cites this paper.

Don't Pause! Every prediction matters in a streaming video StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:17.841108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb3684ab-300c-44e6-a7d0-7b730bf49737 · inbound

Decouple and Cache: KV Cache Construction for Streaming Video Understanding cites this paper.

Decouple and Cache: KV Cache Construction for Streaming Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:31:03.575498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4f062cc4-d96a-49cd-93af-920f45b444f0 · inbound

Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding cites this paper.

Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:20:56.399096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8500b5a6-a38e-4324-a067-4887a00535ad · inbound

Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding cites this paper.

Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:01:17.718872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66471926-6853-4272-a1f4-7383aab5a4e5 · inbound

Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding cites this paper.

Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:50:56.707856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1659b41e-c847-4797-be5b-e7baf3a8462d · inbound

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:38:19.141874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 034d2306-1167-4490-a1f0-b510d06e5dd4 · inbound

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:19:20.357455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4da3be42-8592-4a21-83ac-9a5735db3fe0 · inbound

An Efficient Streaming Video Understanding Framework with Agentic Control cites this paper.

An Efficient Streaming Video Understanding Framework with Agentic Control StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T11:33:14.503209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ff030c80-ab6b-4b45-ba45-c3975a3dddef · inbound

MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering cites this paper.

MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:21:13.153199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ccc60d2c-bc99-4704-94b3-9b9082c406ef · inbound

StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering cites this paper.

StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:34:02.070102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 154d3637-6094-4768-bc82-77fef37499fa · inbound

EGOSTREAM: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision cites this paper.

EGOSTREAM: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:42:46.378541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9311291d-1d64-49b3-b8b7-1fe8401b5279 · inbound

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:18.894558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5407d40-6258-408b-b3bb-dd295f394749 · inbound

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:44:36.402254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b275d5f1-12b8-4bb1-a872-6cacc65ccf9d · inbound

Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding cites this paper.

Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:07:12.871284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 447d702c-84d8-44c7-8173-805dae8e90c5 · inbound

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention cites this paper.

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.981195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 32ecbb8a-0066-4e7c-8ffa-0b790608bbff · inbound

Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur? cites this paper.

Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur? StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:30.642275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ce92ae4-e5cd-491d-b047-f8cc06475ea6 · inbound

LiveServe: Interaction-Aware Serving for Real-Time Omni-Modal LLMs cites this paper.

LiveServe: Interaction-Aware Serving for Real-Time Omni-Modal LLMs StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-26T07:29:08.001027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ce35343c-1392-4842-8e43-433ed68de263 · inbound

EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding cites this paper.

EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:39:57.329945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f626472-c382-4986-a0cf-dcec7018dadd · inbound

ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State Memory cites this paper.

ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State Memory StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:19:50.783334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4cd37fb4-85c1-4265-bc0c-a7e2aabd1774 · inbound

MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding cites this paper.

MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:38:39.538176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d020d31-bed5-447b-a79b-05adf1fa0c91 · inbound

GuideMe: Multi-Domain Task Guidance and Intervention in Streaming Video cites this paper.

GuideMe: Multi-Domain Task Guidance and Intervention in Streaming Video StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T05:36:40.278384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab925452-f670-4ef3-848f-743a13b195e2 · inbound

QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding cites this paper.

QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T17:18:41.284513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cf5144-b056-45b2-9ea3-86c4e8205783 · inbound

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos cites this paper.

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T05:01:06.200663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3daa94-44a1-42f8-9aef-9bfe00ebec93 · inbound

VIABench: A Comprehensive Video Benchmark Collected from Blind Individuals for Visual Impairment Assistance cites this paper.

VIABench: A Comprehensive Video Benchmark Collected from Blind Individuals for Visual Impairment Assistance StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:32.083457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c5d6ee0-5824-4d04-8018-5c7fb7c2ab28 · inbound

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model cites this paper.

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 79

Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:13.909328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc85cc35-f2f5-44d9-9313-a0455b94904d · inbound

ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding cites this paper.

ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T03:21:44.907376Z

Source-reported events for the cited work

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AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning cites this paper.

AdaThinkV: Adaptive Thinking for Token-Efficient Video Reasoning StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

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