Paper Citation Record · LEDGER

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

As of 7 August 2026, this Paper Citation Record lists 100 of 122 outbound references and 11 inbound Pith citation observations for arXiv:2506.10857.

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

pith.paper-citation-record.v1
2506.10857 v2

Coverage vector

measured 100 of 122 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:22:56.139701Z

measured 111 of 111 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:23:08.702909Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:49:17.495045Z

Reference resolution

100 of 122 outbound references displayed

verified exact0
verified fuzzy0
unresolved100
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67bf88f4-239b-4a02-b712-e4ca6827f655 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.794507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9ab553-3fcc-48c8-9150-e56adf8fecbb · outbound

This paper cites Qwen2.5-VL Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.798358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd844921-0989-4044-aa69-dbffdb445ed8 · outbound

This paper cites InternLM2 Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos InternLM2 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.801744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3c841a-826e-4063-b441-59d7aee0678b · outbound

This paper cites CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.805315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6db4af-9926-4f46-9e83-3b382a3516cf · outbound

This paper cites TheoremQA: A Theorem-driven Question Answering dataset.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos TheoremQA: A Theorem-driven Question Answering dataset

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.808811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9acc9133-3f9c-41c5-a370-c8ca38e496ea · outbound

This paper cites Autoeval-video: An automatic benchmark for assessing large vision language models in open-ended video question answering.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Autoeval-video: An automatic benchmark for assessing large vision language models in open-ended video question answering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.812841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eef8657-de74-4207-a670-d3d40a65939f · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.815725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee2aabb-d15d-4471-8307-85557ae27857 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.819219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f7009cb-616d-44a6-bd44-2b6e59c6e59e · outbound

This paper cites Lost in Time: A New Temporal Benchmark for VideoLLMs.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Lost in Time: A New Temporal Benchmark for VideoLLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.823070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75212c6-a201-462d-8cf5-5bfabcb1e49c · outbound

This paper cites EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.826579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ddbae0-b8c6-41f9-935a-b57fe314946b · outbound

This paper cites Deepl translate: The world’s most accurate trans- lator.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Deepl translate: The world’s most accurate trans- lator

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.829651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a950fbf6-7e2b-427b-a098-4b7e970c0926 · outbound

This paper cites Gemini 2.0 flash thinking.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Gemini 2.0 flash thinking

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.832779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e3f8b0f-833d-40b8-a89f-00cee31d231b · outbound

This paper cites Mmbench-video: A long-form multi-shot benchmark for holistic video under- standing.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mmbench-video: A long-form multi-shot benchmark for holistic video under- standing

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.835477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9675d94b-f65d-4fbb-a217-82b0059f9647 · outbound

This paper cites Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.838095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 753a87c7-a443-46e3-9bce-90ba8d4e2f5c · outbound

This paper cites Sciknoweval: Evaluating multi- level scientific knowledge of large language models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Sciknoweval: Evaluating multi- level scientific knowledge of large language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.841030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0849dd15-06d7-43fd-adfe-969771bbac93 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.843902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2695ae24-3a76-4e1f-a39a-35dc60f54fbe · outbound

This paper cites H2OVL-Mississippi Vision Language Models Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos H2OVL-Mississippi Vision Language Models Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.846897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4859939-007a-444d-aa0b-c725f89ac507 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.849759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c58fbad-de91-4d02-b625-61d4030b97fa · outbound

This paper cites VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.852974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f68f3c2-48fb-4c88-9dc4-c9e4b0a985d6 · outbound

This paper cites MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.856234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f4926b-9b3f-4e21-967e-b95936779a4a · outbound

This paper cites Measuring Massive Multitask Language Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Measuring Massive Multitask Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.859652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b5364e-be60-48e2-8e6d-77a1ca0006f8 · outbound

This paper cites Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.863069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 495389a9-ed4f-40c5-a39a-4467210737a0 · outbound

This paper cites C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.866065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa0582dd-d1da-43cb-af60-a13f67595808 · outbound

This paper cites Vbench: Comprehensive bench- mark suite for video generative models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Vbench: Comprehensive bench- mark suite for video generative models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.869308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251dc541-9fc2-4f9d-9e0f-43a43d65d45b · outbound

This paper cites Olympicarena: Benchmark- ing multi-discipline cognitive reasoning for superintelligent ai.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Olympicarena: Benchmark- ing multi-discipline cognitive reasoning for superintelligent ai

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.872434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb48fda0-189a-4e90-a294-989e03148d7a · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.875498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 172d0c3b-4e7a-4db9-adac-bce723c074a9 · outbound

This paper cites VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.878707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eae764e-27d8-42d7-a2e7-8a04c60c7397 · outbound

This paper cites TVQA: Localized, Compositional Video Question Answering.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos TVQA: Localized, Compositional Video Question Answering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.882019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd312b7a-59eb-4997-941c-a8f1f084af16 · outbound

This paper cites Veu-bench: Towards comprehensive under- standing of video editing.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Veu-bench: Towards comprehensive under- standing of video editing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.885036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdeedada-c8a1-4732-8f62-8830251ce4c6 · outbound

This paper cites Aria: An Open Multimodal Native Mixture-of-Experts Model.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Aria: An Open Multimodal Native Mixture-of-Experts Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.888224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76134e5-71df-41ac-80c0-b4b20c61c9f5 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mvbench: A comprehensive multi-modal video understand- ing benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.891513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464c5e5e-07f5-46f0-ae02-fcf6e2b9ff09 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.894485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a7f6a6-d097-497d-887f-4378e5386efb · outbound

This paper cites VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.898375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72944cf2-74c2-4dd2-91fa-073fcf1672fa · outbound

This paper cites VideoVista: A Versatile Benchmark for Video Understanding and Reasoning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VideoVista: A Versatile Benchmark for Video Understanding and Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.901902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d67a2a2-fdbe-4af4-ba1b-bf14d005537b · outbound

This paper cites Mmsci: A multimodal multi-discipline dataset for phd-level scientific comprehen- sion.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mmsci: A multimodal multi-discipline dataset for phd-level scientific comprehen- sion

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.905354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777b0caa-5f9e-4163-8fe5-9811e7a48d40 · outbound

This paper cites SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.908709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3686116-b77e-4086-86e6-93a127e3afbf · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Vila: On pre-training for vi- sual language models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.912456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a99a1ed-4c12-4cf3-b715-9a75287a794a · outbound

This paper cites DeepSeek-V3 Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos DeepSeek-V3 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.915660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4aacb62-809e-4ff1-8917-6c9b2db81e35 · outbound

This paper cites TempCompass: Do Video LLMs Really Understand Videos?.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos TempCompass: Do Video LLMs Really Understand Videos?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.919117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca08579a-f769-47a9-87cc-a7bb7a4e650c · outbound

This paper cites E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.922688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1b2c88-4fb8-4786-841f-074d073c603c · outbound

This paper cites Llama-3.3-70b-instruct.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Llama-3.3-70b-instruct

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.926445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafefa2f-9f66-49de-9955-28857541679a · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.929946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc8e262-74ec-44bc-ae1e-02b2b7c087ab · outbound

This paper cites Egoschema: A diagnostic benchmark for very long- form video language understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Egoschema: A diagnostic benchmark for very long- form video language understanding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.933948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4288717a-c077-4503-8d0f-6b943dc16086 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.937385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4dd8165-bd5e-4613-a574-b558d5fe57e6 · outbound

This paper cites Plotqa: Reasoning over scientific plots.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Plotqa: Reasoning over scientific plots

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.941480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1ab0a5-8d56-42b7-abc7-9ab6202c0e16 · outbound

This paper cites Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.944763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e2f9bc-4a34-40b3-b521-86f6f1ad70c6 · outbound

This paper cites Hello gpt4-o.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Hello gpt4-o

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.948741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9514c253-91e1-4207-9685-bde03caf9b22 · outbound

This paper cites Introducing openai o1.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Introducing openai o1

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.951948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f039a56a-1291-4aa6-8310-e8a13a0b95b8 · outbound

This paper cites Openai o3-mini.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Openai o3-mini

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.955676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8356cf3-7c1c-489f-b74f-cd3836ef58e5 · outbound

This paper cites Per- ception test: A diagnostic benchmark for multimodal video models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Per- ception test: A diagnostic benchmark for multimodal video models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.959241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8456456e-a978-4287-883a-6bb39db100b2 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Robust speech recognition via large-scale weak supervision

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.962613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248a203e-e894-4ac2-9ce7-d528e407e952 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Direct preference optimization: Your language model is secretly a reward model

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.965834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bce9224-a4cb-41a3-853a-88f33fd1a58b · outbound

This paper cites CinePile: A Long Video Question Answering Dataset and Benchmark.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos CinePile: A Long Video Question Answering Dataset and Benchmark

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.969084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0403ef84-b2cc-4ba8-b7ea-606cd2b175b1 · outbound

This paper cites Scienceqa: A novel resource for question answering on scholarly articles.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Scienceqa: A novel resource for question answering on scholarly articles

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.972753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7567d2a-afe6-49ac-87b3-75bdf9b6cba0 · outbound

This paper cites Proximal Policy Optimization Algorithms.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Proximal Policy Optimization Algorithms

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.976330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67660f1-c14d-4565-a888-d47027a2f72c · outbound

This paper cites Moviechat: From dense token to sparse memory for long video understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Moviechat: From dense token to sparse memory for long video understanding

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.979783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91aa0012-efe1-4a8b-ba32-15907154c07b · outbound

This paper cites Scieval: A multi-level large language model evaluation benchmark for scientific re- search.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Scieval: A multi-level large language model evaluation benchmark for scientific re- search

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.983472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20738237-2470-4115-95df-50ad77de4008 · outbound

This paper cites Movieqa: Understanding stories in movies through question- answering.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Movieqa: Understanding stories in movies through question- answering

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.986695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2c0df03-ede1-4de7-8286-ca5772f806c0 · outbound

This paper cites Claude Team.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Claude Team

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.990171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61343ccd-0658-4382-8a41-57d7baedba20 · outbound

This paper cites MiMo-VL Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MiMo-VL Technical Report

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.993691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc8315a-a995-42eb-a74d-b37f89622c28 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Gemini: A Family of Highly Capable Multimodal Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:55.997443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 223a5ac8-47d9-4218-9aed-c491e5c2d770 · outbound

This paper cites Kimi-VL Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Kimi-VL Technical Report

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.001192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574deb97-d5bb-408c-a6d8-0403b5d74e9d · outbound

This paper cites Kwai Keye-VL Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Kwai Keye-VL Technical Report

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.004930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8ba791d-667a-4b4d-a2bf-a7ef871bb11d · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwq: Reflect deeply on the boundaries of the unknown

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.008810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc786e6-eb01-4356-9800-19c9bfa5dc5f · outbound

This paper cites Qwq-32b: Embracing the power of reinforce- ment learning.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwq-32b: Embracing the power of reinforce- ment learning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.012332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998bdf44-fffa-4ad1-a2a1-5fda2aa5c176 · outbound

This paper cites LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.015726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d08530-1010-4849-ad8f-3a52100a62b0 · outbound

This paper cites Mea- suring multimodal mathematical reasoning with math-vision dataset.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mea- suring multimodal mathematical reasoning with math-vision dataset

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.019503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a733ad3b-02c9-4ce9-ab71-cf3ee71ca713 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.022809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61e18b8-a4b4-41a3-9831-f60c6e691041 · outbound

This paper cites Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.026472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c63bfad-d6e4-44f8-a6d1-0365e150803d · outbound

This paper cites LVBench: An Extreme Long Video Understanding Benchmark.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos LVBench: An Extreme Long Video Understanding Benchmark

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.029698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7721589c-31dc-49cd-85bc-14090328f51d · outbound

This paper cites Internvideo2: Scaling foundation models for mul- timodal video understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Internvideo2: Scaling foundation models for mul- timodal video understanding

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.033273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35576631-0d20-440c-93e9-b78340cdeae2 · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mmlu-pro: A more robust and challenging multi-task language understanding benchmark

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.036599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8c1bebf-3b71-4951-8ed2-20c1839bf3c5 · outbound

This paper cites InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.040389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70a7195-8eeb-4046-a743-304badfbdd03 · outbound

This paper cites Charxiv: Charting gaps in realistic chart understanding in multimodal llms.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Charxiv: Charting gaps in realistic chart understanding in multimodal llms

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.044092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c7b20b-7eaa-440d-a569-3db0431d1f06 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Chain-of-thought prompting elicits reasoning in large lan- guage models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.048025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8e578c-f3ed-4db6-b45f-5eba1d035eca · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos STAR: A Benchmark for Situated Reasoning in Real-World Videos

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.051254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d024e8-859c-4f80-b3c1-2e52fbef5d7b · outbound

This paper cites Longvideobench: A benchmark for long-context interleaved video-language understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Longvideobench: A benchmark for long-context interleaved video-language understanding

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.054587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a6e6e0-2b1a-4f35-8642-cb8ada73e42d · outbound

This paper cites ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.057630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9615c86-c7a2-4a34-872b-ee5f4d09608c · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.061641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c6a477-35c9-4891-a79d-16c5ff0e1c75 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Next-qa: Next phase of question-answering to explaining temporal actions

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.065135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f499c913-d804-40f1-819d-bf2eaee718d1 · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.068528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e523dc1-8827-4b22-a657-8ce90271cccb · outbound

This paper cites Qwen2 Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwen2 Technical Report

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.072007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baf03061-74b5-4672-9873-f22e3c60fa29 · outbound

This paper cites Qwen2.5 Technical Report.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Qwen2.5 Technical Report

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.075817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63efaa54-d18b-432f-8376-97fd9af0a511 · outbound

This paper cites Vript: A video is worth thousands of words.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Vript: A video is worth thousands of words

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.079943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a02474-e2ec-4826-bc43-a1a96178e9c0 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for ex- pert agi.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for ex- pert agi

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.083505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c644f51-4323-42f6-9942-e752d92768b3 · outbound

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

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.086963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3352a403-d713-4bc4-8714-334ec1debcbf · outbound

This paper cites MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.090625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 425c0e8d-d767-487e-9278-d7c6bfd58ae2 · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.094091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aff777f-413d-4142-9836-e8741bc8053b · outbound

This paper cites CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.098198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636a398c-4161-4ff9-b1c1-fda5a06ae8a4 · outbound

This paper cites LvBench: A Benchmark for Long-form Video Understanding with Versatile Multi-modal Question Answering.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos LvBench: A Benchmark for Long-form Video Understanding with Versatile Multi-modal Question Answering

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.102015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780e01ce-6412-459e-9e7b-5403e03752ce · outbound

This paper cites Long Context Transfer from Language to Vision.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Long Context Transfer from Language to Vision

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.105590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 737f9633-f141-463b-b19e-f15e39a533b1 · outbound

This paper cites MMVU: Measuring Expert-Level Multi-Discipline Video Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.109578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae769e7-ed42-4d67-b01c-f74bb405cab7 · outbound

This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos MLVU: Benchmarking Multi-task Long Video Understanding

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.113344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759fdcf6-4d27-45f7-b53b-2c2bedb2cbd5 · outbound

This paper cites Au- toshot: A short video dataset and state-of-the-art shot bound- ary detection.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Au- toshot: A short video dataset and state-of-the-art shot bound- ary detection

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.117140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9b0cd36-2a4d-4ce0-b797-719a13978b05 · outbound

This paper cites • Multi-step process 1: A → B → C → D.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos • Multi-step process 1: A → B → C → D

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.121263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2abdced-fcf3-4473-80e9-510a730d7196 · outbound

This paper cites • Multi-step process 1: A → B → C → D.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos • Multi-step process 1: A → B → C → D

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.124805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054d7390-470b-43cd-8851-e4691ff87b5e · outbound

This paper cites • Multi-step process: D → C → B → A.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos • Multi-step process: D → C → B → A

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.128206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bd4edb-813b-4535-9876-4ea20b8ee2d5 · outbound

This paper cites • Multi-step process: D → C → B → A.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos • Multi-step process: D → C → B → A

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.132146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee36e1ad-397c-49c7-8fa2-1440431e6943 · outbound

This paper cites • Multi-step process: A → C → D → B.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos • Multi-step process: A → C → D → B

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:56.135839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1081268f-4dd7-4e6c-a68f-7147abad3086 · outbound

This paper cites an unresolved cited work.

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:22:57.184540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation f7cca12f-0ef3-48ae-8da9-24c49c949add · inbound

VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs cites this paper.

VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-03T20:23:08.702909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26f4061c-be93-4ade-b1a7-a088468f27ca · inbound

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning cites this paper.

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T16:40:22.769581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca25f97a-b15e-4692-acc8-dac577a40f42 · inbound

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting cites this paper.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-13T15:29:31.834566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a3b076-d662-48e9-9632-ba373fc1cdd5 · inbound

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding cites this paper.

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:05:22.183158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 80897de9-8c46-48d2-a396-247283b3bc12 · inbound

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding cites this paper.

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:37:41.712156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 606a425b-9f9f-4c25-bfa8-494342b57fef · inbound

Towards Temporal Compositional Reasoning in Long-Form Sports Videos cites this paper.

Towards Temporal Compositional Reasoning in Long-Form Sports Videos VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-14T19:27:29.843866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78e151e-b2dd-460d-a4f0-a06fc516a95f · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:55:23.211651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8993290-6c4d-4334-9dc6-93555f599665 · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:49:17.498640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8827aa6c-7368-48d9-bb61-1f90ba55de1a · inbound

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series cites this paper.

SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:16:33.477641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c116fb8-6802-400d-9428-98c7b1178a58 · inbound

StoryVideoQA: Scaling Deep Video Understanding with a Large-Scale, Multi-Genre and Auto-Generated Dataset cites this paper.

StoryVideoQA: Scaling Deep Video Understanding with a Large-Scale, Multi-Genre and Auto-Generated Dataset VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:26:57.158892Z

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Observation 97e2e6a3-bea5-46fb-bea7-8b7f1ff6b6a4 · inbound

Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.

Watch, Remember, Reason: Human-View Video Understanding with MLLMs VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 279

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.118543Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.