On the Consistency of Video Large Language Models in Temporal Comprehension | Paper Citation Record

Observation 08c990da-1e8e-4903-88b8-653ca79ca3cd · outbound

This paper cites GPT-4 Technical Report.

On the Consistency of Video Large Language Models in Temporal Comprehension GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.665661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b955f145-fd79-42bf-b5b4-2da3da0f60c4 · outbound

This paper cites The surprising effectiveness of multimodal large language models for video moment retrieval.

On the Consistency of Video Large Language Models in Temporal Comprehension The surprising effectiveness of multimodal large language models for video moment retrieval

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.670834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c56589-7156-44e0-8e30-add47b684379 · outbound

This paper cites End- to-end object detection with transformers.

On the Consistency of Video Large Language Models in Temporal Comprehension End- to-end object detection with transformers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.257703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f1de3a9-2cdc-4bca-ae3d-de878c1e28fa · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

On the Consistency of Video Large Language Models in Temporal Comprehension VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.680015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1d2f73-aa96-4fe9-a1c5-a424690178f3 · outbound

This paper cites Instructblip: Towards general-purpose vision- language models with instruction tuning, 2023.

On the Consistency of Video Large Language Models in Temporal Comprehension Instructblip: Towards general-purpose vision- language models with instruction tuning, 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.239855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a659422-42fe-42db-b2f5-a86f256dd7a9 · outbound

This paper cites Measuring and improving consistency in pretrained language models.

On the Consistency of Video Large Language Models in Temporal Comprehension Measuring and improving consistency in pretrained language models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.222390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 628ecb47-2ece-4484-bbbe-89b43659ec8e · outbound

This paper cites Tall: Temporal activity localization via language query.

On the Consistency of Video Large Language Models in Temporal Comprehension Tall: Temporal activity localization via language query

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.695685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c10303-a580-4b2c-85bb-671a12b0ab79 · outbound

This paper cites VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.

On the Consistency of Video Large Language Models in Temporal Comprehension VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.700588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c50191b1-4e91-419b-94f6-ceb545b407d0 · outbound

This paper cites Vtimellm: Empower llm to grasp video moments.

On the Consistency of Video Large Language Models in Temporal Comprehension Vtimellm: Empower llm to grasp video moments

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.192540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83e26ae3-5819-42ba-a3f9-862648089c34 · outbound

This paper cites LITA: Language Instructed Temporal-Localization Assistant.

On the Consistency of Video Large Language Models in Temporal Comprehension LITA: Language Instructed Temporal-Localization Assistant

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.716282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0cca322-944d-419b-a950-650c1a0b051e · outbound

This paper cites Modal-specific pseudo query genera- tion for video corpus moment retrieval.

On the Consistency of Video Large Language Models in Temporal Comprehension Modal-specific pseudo query genera- tion for video corpus moment retrieval

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.173036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68388e89-0a61-4557-ba7c-0b2692f18aef · outbound

This paper cites Background-aware moment detection for video moment retrieval.

On the Consistency of Video Large Language Models in Temporal Comprehension Background-aware moment detection for video moment retrieval

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.156093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 129af2f7-9a6b-4b7e-bc82-8b43005c2458 · outbound

This paper cites Language Repository for Long Video Understanding.

On the Consistency of Video Large Language Models in Temporal Comprehension Language Repository for Long Video Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.731830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a11936-c5ec-4787-9ec8-97e76b1767f8 · outbound

This paper cites Dense-captioning events in videos.

On the Consistency of Video Large Language Models in Temporal Comprehension Dense-captioning events in videos

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.137308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ff56cb3-4f18-41ec-ae05-55a96c0bb826 · outbound

This paper cites Detecting mo- ments and highlights in videos via natural language queries.

On the Consistency of Video Large Language Models in Temporal Comprehension Detecting mo- ments and highlights in videos via natural language queries

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.116551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b98d44e-4679-4ccc-9437-5f7e00f4ee6b · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

On the Consistency of Video Large Language Models in Temporal Comprehension VideoChat: Chat-Centric Video Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.747917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf696bf-3bbd-4c77-a87b-b3a180fd56cd · outbound

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

On the Consistency of Video Large Language Models in Temporal Comprehension Mvbench: A comprehensive multi-modal video understand- ing benchmark

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.096278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6eb5061f-cf7e-4ea8-b19a-63b639977b23 · outbound

This paper cites VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models.

On the Consistency of Video Large Language Models in Temporal Comprehension VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.758146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb8b437f-aed0-497b-b36b-f42d083d8a54 · outbound

This paper cites Benchmarking and Improving Generator-Validator Consistency of Language Models.

On the Consistency of Video Large Language Models in Temporal Comprehension Benchmarking and Improving Generator-Validator Consistency of Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.763059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ef0812-feb0-4a45-9f1d-dbc5e192265f · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

On the Consistency of Video Large Language Models in Temporal Comprehension Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.768085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fe26f4-9732-427d-ab48-ac4823d85ce5 · outbound

This paper cites Visual instruction tuning, 2023.

On the Consistency of Video Large Language Models in Temporal Comprehension Visual instruction tuning, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.773379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc114b1-bc9b-4935-b563-bf168f02d0ec · outbound

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

On the Consistency of Video Large Language Models in Temporal Comprehension TempCompass: Do Video LLMs Really Understand Videos?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.778290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af2b771-a107-4a7a-a8d2-f466382770b7 · outbound

This paper cites Valley: Video Assistant with Large Language model Enhanced abilitY.

On the Consistency of Video Large Language Models in Temporal Comprehension Valley: Video Assistant with Large Language model Enhanced abilitY

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.783631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd341e08-3ec7-49fb-a242-d8f604083cb9 · outbound

This paper cites Video-chatgpt: Towards detailed video understanding via large vision and language models.

On the Consistency of Video Large Language Models in Temporal Comprehension Video-chatgpt: Towards detailed video understanding via large vision and language models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.056181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cf2e423e-53b8-461c-a37a-a13460241155 · outbound

This paper cites Query-dependent video representation for moment retrieval and highlight detection.

On the Consistency of Video Large Language Models in Temporal Comprehension Query-dependent video representation for moment retrieval and highlight detection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.034221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f10669a0-866d-4530-b045-cb19b8ef92db · outbound

This paper cites Local-global video-text interactions for temporal grounding.

On the Consistency of Video Large Language Models in Temporal Comprehension Local-global video-text interactions for temporal grounding

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:02.013322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 081f7dd8-e3a6-4ac6-a1ad-3459c8ad70bb · outbound

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

On the Consistency of Video Large Language Models in Temporal Comprehension Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.809662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32a4cb9-4c3a-4245-bf2f-05710e46e5d8 · outbound

This paper cites Uncovering Hidden Challenges in Query-Based Video Moment Retrieval.

On the Consistency of Video Large Language Models in Temporal Comprehension Uncovering Hidden Challenges in Query-Based Video Moment Retrieval

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.814437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52ba0e91-0b05-483b-a6b9-dbba00470632 · outbound

This paper cites Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning.

On the Consistency of Video Large Language Models in Temporal Comprehension Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.819490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7fd9c77-a4ce-4769-99bc-27b13b521333 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

On the Consistency of Video Large Language Models in Temporal Comprehension Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.824434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7525b355-3d6c-414c-b3e2-48a18b4b3b0f · outbound

This paper cites Timechat: A time-sensitive multimodal large lan- guage model for long video understanding.

On the Consistency of Video Large Language Models in Temporal Comprehension Timechat: A time-sensitive multimodal large lan- guage model for long video understanding

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.996307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation edd3e7d5-3664-4011-9117-43be9ee7776d · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

On the Consistency of Video Large Language Models in Temporal Comprehension Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.835798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad9f57c-8738-44b4-9e96-6089277393f9 · outbound

This paper cites HawkEye: Training Video-Text LLMs for Grounding Text in Videos.

On the Consistency of Video Large Language Models in Temporal Comprehension HawkEye: Training Video-Text LLMs for Grounding Text in Videos

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.840663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c426dd8-6ad6-4685-a14d-c9b05c6a5b37 · outbound

This paper cites Negative sample matters: A renaissance of metric learning for temporal grounding.

On the Consistency of Video Large Language Models in Temporal Comprehension Negative sample matters: A renaissance of metric learning for temporal grounding

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.978865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0706820-e09c-44c9-b3e5-afab73f553b6 · outbound

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

On the Consistency of Video Large Language Models in Temporal Comprehension Chain-of- thought prompting elicits reasoning in large language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.961610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97b95638-3e78-4d88-8d31-996da5028e42 · outbound

This paper cites VideoQA in the Era of LLMs: An Empirical Study.

On the Consistency of Video Large Language Models in Temporal Comprehension VideoQA in the Era of LLMs: An Empirical Study

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.854915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574da5c1-99cd-4299-8ab0-9072c58b7e7d · outbound

This paper cites Can i trust your answer? visually grounded video question answering.

On the Consistency of Video Large Language Models in Temporal Comprehension Can i trust your answer? visually grounded video question answering

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.943589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f9ec1c82-fc35-44e0-b10d-bd132f8e91b3 · outbound

This paper cites A closer look at temporal sentence ground- ing in videos: Dataset and metric.

On the Consistency of Video Large Language Models in Temporal Comprehension A closer look at temporal sentence ground- ing in videos: Dataset and metric

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.924923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7101815f-3ff4-4f8e-80eb-738370f61abe · outbound

This paper cites Sc-tune: Unleashing self-consistent referential compre- hension in large vision language models.

On the Consistency of Video Large Language Models in Temporal Comprehension Sc-tune: Unleashing self-consistent referential compre- hension in large vision language models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.908456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5bdc71a0-763f-44ab-8f84-70530c3739b9 · outbound

This paper cites Span-based Localizing Network for Natural Language Video Localization.

On the Consistency of Video Large Language Models in Temporal Comprehension Span-based Localizing Network for Natural Language Video Localization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.874181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c0a6f0-4963-4354-98a4-d5c6d0850ad0 · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

On the Consistency of Video Large Language Models in Temporal Comprehension Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.879008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6964b318-5963-4117-aa1a-4d7bd5816eca · outbound

This paper cites Learning 2d temporal adjacent networks for moment local- ization with natural language.

On the Consistency of Video Large Language Models in Temporal Comprehension Learning 2d temporal adjacent networks for moment local- ization with natural language

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.884824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f458d21-c5b7-4dbf-a0ca-533ea3693a1b · outbound

This paper cites Unveiling the Tapestry of Consistency in Large Vision-Language Models.

On the Consistency of Video Large Language Models in Temporal Comprehension Unveiling the Tapestry of Consistency in Large Vision-Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.889826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab874dcf-3866-4f0b-80a6-0a7d39a40a66 · outbound

This paper cites Prompt Consistency for Zero-Shot Task Generalization.

On the Consistency of Video Large Language Models in Temporal Comprehension Prompt Consistency for Zero-Shot Task Generalization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.895247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af2e0c8-f895-43dd-854b-1d6da6277b2e · outbound

This paper cites Towards auto- matic learning of procedures from web instructional videos.

On the Consistency of Video Large Language Models in Temporal Comprehension Towards auto- matic learning of procedures from web instructional videos

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.901267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b15573-2b1f-4fb0-b96f-1eb1ac93e7a7 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

On the Consistency of Video Large Language Models in Temporal Comprehension MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T17:07:00.905873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff885c0-7168-462e-bd0c-cd1a399c9171 · outbound

This paper cites It shows a remarkable zero-shot audio understanding capability and also generates responses to the visual and audio information presented in the videos.

On the Consistency of Video Large Language Models in Temporal Comprehension It shows a remarkable zero-shot audio understanding capability and also generates responses to the visual and audio information presented in the videos

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.865606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b40b6262-0a19-4173-b722-e609557a1753 · outbound

This paper cites To do this, Video- LLaV A collects both image and video-text datasets and incorporates them in its instruction tuning.

On the Consistency of Video Large Language Models in Temporal Comprehension To do this, Video- LLaV A collects both image and video-text datasets and incorporates them in its instruction tuning

Reference 48

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T17:07:01.843878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a35b7f22-f46b-48f1-ae24-83cb385aaf2d · outbound

This paper cites It introduces a new dataset for video instruction tuning, containing 100,000 high-quality video-instruction pairs.

On the Consistency of Video Large Language Models in Temporal Comprehension It introduces a new dataset for video instruction tuning, containing 100,000 high-quality video-instruction pairs

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.827566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 17f59f9c-44dc-49ae-827c-ec549a3eddba · outbound

This paper cites an unresolved cited work.

On the Consistency of Video Large Language Models in Temporal Comprehension Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:07:01.807893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3996aac8-ead6-49ad-879d-829a2fe2e155 · outbound

This paper cites The format should be: ’start time - end seconds’.

On the Consistency of Video Large Language Models in Temporal Comprehension The format should be: ’start time - end seconds’

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.789263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a304e0bb-3c63-451d-a8fa-d2311d2200bc · outbound

This paper cites The output format should be: ’start - end seconds’.

On the Consistency of Video Large Language Models in Temporal Comprehension The output format should be: ’start - end seconds’

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.771741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cc8dc9c-75cd-4577-bfff-c5c5fa42642f · outbound

This paper cites Specifically, they aim to align vision and text in the first stage and then generate captions from various image-text pairs.

On the Consistency of Video Large Language Models in Temporal Comprehension Specifically, they aim to align vision and text in the first stage and then generate captions from various image-text pairs

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.753056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57a7ffd1-1db5-4dbe-bc4c-4e3989e145c7 · outbound

This paper cites They seamlessly integrate both visual and audio modalities in videos and propose STC connector to understand spatiotemporal video informa- tion.

On the Consistency of Video Large Language Models in Temporal Comprehension They seamlessly integrate both visual and audio modalities in videos and propose STC connector to understand spatiotemporal video informa- tion

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.731635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3bb54507-8220-42f6-8272-5a8da55627ff · outbound

This paper cites an unresolved cited work.

On the Consistency of Video Large Language Models in Temporal Comprehension Unresolved cited work

Reference 55

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T17:07:01.711940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 46f06485-429f-4d83-8e75-e4127754a740 · outbound

This paper cites an unresolved cited work.

On the Consistency of Video Large Language Models in Temporal Comprehension Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-12T17:07:01.694046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 041bec98-5982-4e8c-8da6-4fb868e61657 · outbound

This paper cites I’m unable to find timestamps in the video.

On the Consistency of Video Large Language Models in Temporal Comprehension I’m unable to find timestamps in the video

Reference 57

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T17:07:01.674919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83407866-e070-4e37-98b1-af452de9d1ae · outbound

This paper cites Experiments on Charades-CON with TimeChat.

On the Consistency of Video Large Language Models in Temporal Comprehension Experiments on Charades-CON with TimeChat

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.657803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64614f41-df1e-4010-a7fd-abc914e6d17b · outbound

This paper cites 16 Figure 11.

On the Consistency of Video Large Language Models in Temporal Comprehension 16 Figure 11

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T17:07:01.639697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers