Paper Citation Record · LEDGER

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events

As of 5 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2606.02522.

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

pith.paper-citation-record.v1
2606.02522 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:50:02.159411Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T04:55:07.020202Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

verified exact17
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ce63d8e-d541-44ba-913d-fd91d8e87c7b · outbound

This paper cites Qwen3-VL Technical Report.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Qwen3-VL Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.847215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 08a64477-c3f5-4ecf-9a72-182d6117dcbf · outbound

This paper cites Qwen3.5-Omni Technical Report.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Qwen3.5-Omni Technical Report

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.866115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3fd0a824-3534-4ce6-89f4-1b5d0ab61079 · outbound

This paper cites Animal kingdom: A large and diverse dataset for animal behavior understanding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Animal kingdom: A large and diverse dataset for animal behavior understanding,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e9837e0-fefb-4b2f-88ff-a5b6aadca96f · outbound

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

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.887187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9433cb44-0d39-483f-aac0-417b46fac94f · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.855054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7821c330-90e8-4408-b07d-c5b520b05166 · outbound

This paper cites Kimi-VL Technical Report.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Kimi-VL Technical Report

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.894624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6f17675a-a9cf-4893-930c-d022a3088706 · outbound

This paper cites Tracknetv2: Efficient shuttlecock tracking network,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Tracknetv2: Efficient shuttlecock tracking network,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2dc98d0-796a-4fb1-b97b-2f910ae92e20 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.903412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c1fa725-b0ec-4bb9-b9ee-95baa3e53b83 · outbound

This paper cites Sports videos in the wild (svw): A video dataset for sports analysis,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Sports videos in the wild (svw): A video dataset for sports analysis,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dab6a8e-c68c-4971-9bb6-76e5b54d2d1a · outbound

This paper cites Multisports: A multi-person video dataset of spatio- temporally localized sports actions,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Multisports: A multi-person video dataset of spatio- temporally localized sports actions,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a5f906-7144-4358-8e1c-892fdf347538 · outbound

This paper cites LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.851381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c311c578-fa1e-45a7-bad3-e242998ad98d · outbound

This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Video-R1: Reinforcing Video Reasoning in MLLMs

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.862878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f36497b5-429f-4978-bb95-23677da03585 · outbound

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

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.898675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 521b4e63-8d93-4afe-baeb-58a2b537e33d · outbound

This paper cites Videochat-r1.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Videochat-r1

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:56:20.840548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ad3d368e-2a78-4611-80e2-b6d572f7d88c · outbound

This paper cites Mvbench: A comprehensive multi-modal video understanding benchmark,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Mvbench: A comprehensive multi-modal video understanding benchmark,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88746ea4-69e3-4143-b76c-dae8301f75e1 · outbound

This paper cites Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b4fda6-02e1-424f-8cf3-a01012bba15a · outbound

This paper cites Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.874736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 53216f08-b4cb-46cf-8f5f-9fe1345b2923 · outbound

This paper cites Motionbench: Benchmarking and improving fine-grained video motion understanding for vision language models,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Motionbench: Benchmarking and improving fine-grained video motion understanding for vision language models,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e72667ee-7ddd-435b-b475-43da0418d8b8 · outbound

This paper cites FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:56:20.891145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9cc5764-de71-4616-9c15-8bed25e4c86b · outbound

This paper cites Lvbench: An extreme long video understanding benchmark,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Lvbench: An extreme long video understanding benchmark,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a713c0db-e5f7-42ee-83e3-2a777922a005 · outbound

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

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Longvideobench: A benchmark for long-context interleaved video-language understanding,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4725545a-3bd9-42eb-9f07-79f12a045dd1 · outbound

This paper cites Mlvu: Benchmarking multi-task long video understanding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Mlvu: Benchmarking multi-task long video understanding,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b7fcc73-94ef-4ea3-b662-a697b800f01b · outbound

This paper cites Hourvideo: 1-hour video-language understanding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Hourvideo: 1-hour video-language understanding,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aace875-383e-4e60-a3d6-bbadf57aab9e · outbound

This paper cites Seeing from another perspective: Evaluating multi-view understanding in mllms,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Seeing from another perspective: Evaluating multi-view understanding in mllms,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18a72315-5a40-452d-87d1-0c4142502165 · outbound

This paper cites Crossvid: A comprehensive benchmark for evaluating cross-video reasoning in multimodal large language models,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Crossvid: A comprehensive benchmark for evaluating cross-video reasoning in multimodal large language models,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634962d4-5e78-45ee-ab15-8f79c5991c21 · outbound

This paper cites Videoreasonbench: Can mllms perform vision-centric complex video reasoning?.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Videoreasonbench: Can mllms perform vision-centric complex video reasoning?

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:20.870527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 242c2a57-807e-4572-a409-cb13252dbdfd · outbound

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

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.859293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7e2958a7-24d8-4644-a4fa-746c9615b66a · outbound

This paper cites Mmvu: Measuring expert-level multi-discipline video understanding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Mmvu: Measuring expert-level multi-discipline video understanding,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e370cfa-66a0-486f-b2ce-1fcd4605dc95 · outbound

This paper cites Videoads for fast-paced video understanding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Videoads for fast-paced video understanding,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca256f31-5a2d-482d-819e-bf6f8e3044d2 · outbound

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

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Egoschema: A diagnostic benchmark for very long-form video language understanding,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59bf114e-8823-4572-a5a5-825c58f22219 · outbound

This paper cites Llama-omni 2: Llm-based real-time spoken chatbot with autoregressive streaming speech synthesis,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Llama-omni 2: Llm-based real-time spoken chatbot with autoregressive streaming speech synthesis,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c69416-f179-4fe3-a134-47d7e2ec5a3f · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events GLM-5: from Vibe Coding to Agentic Engineering

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.882937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a69b2502-b027-46d2-bb11-ac1bed800e82 · outbound

This paper cites Toward deep representation learning for event-enhanced visual autonomous perception: The eap dataset,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Toward deep representation learning for event-enhanced visual autonomous perception: The eap dataset,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30ea1fe-fd6e-4529-b1d0-795ba320217a · outbound

This paper cites Aisafety: An ai-based smart system for enhancing operator safety in production processes,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Aisafety: An ai-based smart system for enhancing operator safety in production processes,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304f4478-bb3f-4ea5-a928-0049afab94a8 · outbound

This paper cites Introducing our most intelligent model yet. with state-of-the-art reasoning to help you learn, build, and plan anything,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Introducing our most intelligent model yet. with state-of-the-art reasoning to help you learn, build, and plan anything,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e00c39b-620c-4abd-bab9-a911b168b803 · outbound

This paper cites Seed2.0 model card: Towards intelligence frontier for real-world complexity,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Seed2.0 model card: Towards intelligence frontier for real-world complexity,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a0c2852-8407-44cc-a48a-4aee4111ed30 · outbound

This paper cites OpenAI GPT-5 System Card.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events OpenAI GPT-5 System Card

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.879172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50d3c2aa-4a93-4d23-b619-9f786db7b748 · outbound

This paper cites Mimo-v2.5,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Mimo-v2.5,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15cafdbb-a7b7-4184-9880-be4582a54f53 · outbound

This paper cites Qwen3.5: Towards native multimodal agents,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Qwen3.5: Towards native multimodal agents,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0576681-6af3-46b8-b53f-ebf2fa3d8425 · outbound

This paper cites Qwen3.6-35B-A3B: Agentic coding power, now open to all,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Qwen3.6-35B-A3B: Agentic coding power, now open to all,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6032dfa5-0746-4bc8-aabe-db52e4c7c1d1 · outbound

This paper cites Qwen3.6-27B: Flagship-level coding in a 27B dense model,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Qwen3.6-27B: Flagship-level coding in a 27B dense model,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774d293e-f1ff-4f69-acd2-d22d96d6ed8b · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.907805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 73d1f7c9-175c-4906-9556-0ebde69178ca · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.829957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c3ad478-6fe2-4b04-890e-56dfe3337382 · outbound

This paper cites Kimi k2.6 tech blog: Advancing open-source coding,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Kimi k2.6 tech blog: Advancing open-source coding,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 015c5d72-5ac2-4882-bb41-e2088a24f2b4 · outbound

This paper cites Envisioning beyond the pixels: Benchmarking reasoning-informed visual editing,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Envisioning beyond the pixels: Benchmarking reasoning-informed visual editing,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb8595b-c4a9-4c92-88e5-d8a66d97e923 · outbound

This paper cites GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:56:20.833472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 34d31f1c-e049-4930-bded-aee7ec7e30ec · outbound

This paper cites Dataset of photographed lightning events attaching to and around the brixton tower, johannesburg, south africa for the 2015-2016 thunderstorm season.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Dataset of photographed lightning events attaching to and around the brixton tower, johannesburg, south africa for the 2015-2016 thunderstorm season

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bfeb4a9-a345-4709-8775-6bfb2ed68445 · outbound

This paper cites Egocentric-10k,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Egocentric-10k,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a41bf5-cd51-45b2-93b8-592a8a2535d8 · outbound

This paper cites Gemma 4: Our most capable open models to date,.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Gemma 4: Our most capable open models to date,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f52786-ada2-4b3a-8b12-92cb7ab9a5ab · outbound

This paper cites Kwai Keye-VL 1.5 Technical Report.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Kwai Keye-VL 1.5 Technical Report

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:20.836897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bfee7568-6d3d-4d97-9298-e78e1bcb245f · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 51

Resolution: malformed identifier; local_arxiv, observed 2026-07-01T22:56:20.844108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5cb731e8-540e-43e8-8195-34620b776c69 · outbound

This paper cites an unresolved cited work.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe48c176-45d7-45ea-a12e-b94a27ad6864 · outbound

This paper cites an unresolved cited work.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73410b3-4236-4c9e-9247-7b90c7102632 · outbound

This paper cites an unresolved cited work.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc4afba-62ab-4525-aa13-4fac916de58b · outbound

This paper cites an unresolved cited work.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55b66b22-502c-428d-b141-2651c19ac61a · outbound

This paper cites an unresolved cited work.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e773264-7cad-4340-9a60-973ba2f5c5cb · outbound

This paper cites is consistent.

Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events is consistent

Reference 57

Resolution: unresolved; no resolver link, observed 2026-06-28T14:50:02.159411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ad2aa71d-2926-493f-9a58-83fc99f8bb29 · inbound

Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding cites this paper.

Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T04:55:07.020202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.