Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2406.14515.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T21:57:23.556854Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T23:12:46.636950Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 38f029b6-d9a7-4cfe-a8a0-5b6ca001afd8 · inbound
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs cites this paper.
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T02:44:53.405489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b8e1403e-d56f-470d-9a35-365fd639fabf · inbound
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output cites this paper.
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T10:46:28.609435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0bbc87ab-4cc4-4e82-851a-e02b4159ce21 · inbound
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling cites this paper.
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:23:57.987120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 44f54430-2512-4e8a-a767-9125548171aa · inbound
HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks cites this paper.
HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T07:05:29.189875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be82f068-0bf9-414b-8437-76fa6d796041 · inbound
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos cites this paper.
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:39:22.438229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bcd3f53a-9953-4561-8386-c85bc699baec · inbound
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling cites this paper.
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T02:52:20.710199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec1e6ef3-fe23-4b98-b54c-6247ef07148a · inbound
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos cites this paper.
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T00:32:41.214239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fd4d1967-f873-4294-9409-954ecfc5c1bf · inbound
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs cites this paper.
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:53:26.306282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ccd52aed-5402-4615-9018-e7e59f80c64b · inbound
A Benchmark for Crime Surveillance Video Analysis with Large Models cites this paper.
A Benchmark for Crime Surveillance Video Analysis with Large Models MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T21:57:23.556854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3129f62a-b5cf-49d4-8aaa-2cf1e10f6c44 · inbound
Qwen2.5-VL Technical Report cites this paper.
Qwen2.5-VL Technical Report MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T02:25:19.026892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a6b6f22f-c849-40be-aee7-4c23dfdc372a · inbound
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models cites this paper.
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:41:08.272679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b773435-f45d-44d3-a2a5-28ef34363b23 · inbound
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos cites this paper.
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:45:44.920605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8a93478-79eb-43dc-9b5d-4b9eed8e11e0 · inbound
Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding cites this paper.
Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T06:00:56.863411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a3c23f-0848-4e87-9a93-13c1267286ba · inbound
Iterative Zoom-In: Temporal Interval Exploration for Long Video Understanding cites this paper.
Iterative Zoom-In: Temporal Interval Exploration for Long Video Understanding MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:59:15.950597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b04f4a6-1cdd-49c6-a73d-34ebafa03d10 · 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 MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:03:13.983556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 419a10bf-2fc6-4e6e-a497-af875e6cbe22 · inbound
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding cites this paper.
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:48:31.569319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37ab95b4-f970-4028-bb65-c12a90eb0e61 · inbound
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency cites this paper.
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:58:59.080794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7943e501-1c3d-4caa-adb1-bb1002222058 · inbound
Step-Level Visual Grounding Faithfulness Predicts Out-of-Distribution Generalization in Long-Horizon Vision-Language Models cites this paper.
Step-Level Visual Grounding Faithfulness Predicts Out-of-Distribution Generalization in Long-Horizon Vision-Language Models MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T02:37:20.820402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59fb7299-bb2e-4356-abf1-6aca0a378afb · inbound
TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation cites this paper.
TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T23:12:46.638751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08fc3bc3-eab0-45af-a13f-60e86cd4ff4e · inbound
Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors cites this paper.
Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T22:38:46.251209Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.