Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2504.07956.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:12:18.435691Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T05:49:36.609405Z
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 1a4e1cb2-2eba-4859-8076-4d0df32d53a9 · inbound
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models cites this paper.
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:12:18.435691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 674d1b29-563d-4b34-8aa5-498a40a647db · inbound
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 132
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:31:20.019923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07105e7d-bf71-4a16-868a-f72ca768e4c7 · inbound
Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? cites this paper.
Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:40:56.094429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation feb29216-6bdf-4d59-a73f-aa1be882fccc · inbound
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos cites this paper.
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:14:17.390535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bb1c417-c44c-49eb-b3bd-7193a9df94e0 · inbound
ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts cites this paper.
ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:12:40.063831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4171d3f-c6fa-41b1-aa78-1e9f60fb1f48 · inbound
HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.
HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:03:06.647166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0808bec6-7856-4334-8b37-7b84434757b4 · inbound
VIDEOP2R: Video Understanding from Perception to Reasoning cites this paper.
VIDEOP2R: Video Understanding from Perception to Reasoning VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T22:25:22.616824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6fadac5a-4015-41a3-bd48-0e9be9b5318f · inbound
Seed1.8 Model Card: Towards Generalized Real-World Agency cites this paper.
Seed1.8 Model Card: Towards Generalized Real-World Agency VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:45:14.376813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c016cd63-2897-4f16-92a7-f84038a7cae7 · inbound
Video-Oasis: Rethinking Evaluation of Video Understanding cites this paper.
Video-Oasis: Rethinking Evaluation of Video Understanding VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T15:38:41.390945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78654518-e85c-4b52-81aa-8c35bb74e250 · inbound
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding cites this paper.
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:55:51.277971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9f80566-ca13-45fd-997a-e3bacfff75b5 · inbound
EasyVideoR1: Easier RL for Video Understanding cites this paper.
EasyVideoR1: Easier RL for Video Understanding VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T07:47:12.639121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 664a807d-d961-4046-9b91-da6887caa58a · inbound
Act2See: Emergent Active Visual Perception for Video Reasoning cites this paper.
Act2See: Emergent Active Visual Perception for Video Reasoning VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T05:45:22.906813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cbd3bf73-c4af-40b5-9364-d0063e8024bc · inbound
VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing cites this paper.
VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:11:13.408349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eb9960d6-39dc-45a2-9a1d-54c5718145b7 · inbound
VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing cites this paper.
VEBench:Benchmarking Large Multimodal Models for Real-World Video Editing VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T01:46:13.974098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d8b2736d-495a-4c49-935c-a4edf52757d8 · inbound
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation cites this paper.
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T19:38:56.199595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a0ee72f-3988-4eb9-9088-b2e897cb7516 · inbound
ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning cites this paper.
ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 46
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T21:07:23.872673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 29b40ea8-f33a-4fff-82bb-8af022e8d9f0 · inbound
ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval cites this paper.
ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T05:49:36.611612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 175b037c-ead7-402c-ad2c-8772d7a5252d · inbound
RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis cites this paper.
RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T10:54:36.512557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation acc800f7-de2f-424e-aaed-24d5c04790d9 · inbound
SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.
SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T09:55:41.066581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3b8658af-e80d-41ee-954c-72225ab03aae · inbound
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T04:44:27.371880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdcbcb62-e23e-4b46-88d0-e61aca10e28e · inbound
Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences cites this paper.
Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:37:30.050698Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.