The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping | Paper Citation Record

Observation d7c84f27-de22-4830-958c-c31c17eba640 · outbound

This paper cites L.; Panda, S.; Meghwani, H.; Singh, J.; Dua, K.; Li, P.; Sheng, T.; Ravi, S.; and Roth, D.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping L.; Panda, S.; Meghwani, H.; Singh, J.; Dua, K.; Li, P.; Sheng, T.; Ravi, S.; and Roth, D

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:24:56.000894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07944c51-e15a-4a6c-a568-eb97ff54b32d · outbound

This paper cites Qwen3-VL Technical Report.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Qwen3-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:52.231517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c0f946c-1274-42ff-8e08-c1fa16448b78 · outbound

This paper cites MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:52.386597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 599d86f9-2b43-4dd5-94d9-a12d01fc3ef8 · outbound

This paper cites M.; Kota, T.; He, J.; Eyzaguirre, C.; Durante, Z.; Li, M.; Wu, J.; and Fei-Fei, L.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping M.; Kota, T.; He, J.; Eyzaguirre, C.; Durante, Z.; Li, M.; Wu, J.; and Fei-Fei, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.691178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 671a9d24-71dd-4040-a285-22661e74e1c7 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:52.643870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0805b9db-5acd-4cf9-8d63-735f9a1322c1 · outbound

This paper cites P.; Li, W.; and Gong, S.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping P.; Li, W.; and Gong, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.672317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07139ee8-aa73-416a-984a-5340b765adc4 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.655945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cfcddce4-ae72-4b94-b290-f290aef5a431 · outbound

This paper cites Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:52.914333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823347c9-3cd6-4b20-86b5-a49d03ba5008 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.639322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 92ed64fa-c936-432c-a326-d779fce80713 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.620228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f4fecf4-dedb-4797-aab3-cfc5ecd2ec38 · outbound

This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:53.296769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ee07bf-454e-4f99-823a-6742c436921c · outbound

This paper cites W.; Li, L.; Yang, Z.; Wang, L.; and Cheng, Y.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping W.; Li, L.; Yang, Z.; Wang, L.; and Cheng, Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.602422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a226575-a1be-4601-b9d0-1b1f8ab7ca45 · outbound

This paper cites L.; and Girshick, R.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping L.; and Girshick, R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.578561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81537453-421d-4dd5-add1-b1ca663a9126 · outbound

This paper cites VideoCogQA: A Controllable Benchmark for Evaluating Cognitive Abilities in Video-Language Models.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping VideoCogQA: A Controllable Benchmark for Evaluating Cognitive Abilities in Video-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:53.867176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d91c9d61-57eb-42aa-9c96-71709166d49e · outbound

This paper cites MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping MVBench: A Comprehensive Multi-modal Video Understanding Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.025621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7677c8b8-5d86-44cb-9938-e5aa4cda0546 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.559694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d1fd752-2a2d-4fd6-905c-cd9935f0481b · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.540311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ebfd26c-e9d8-4278-9bdb-640d56553c47 · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.511970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e824f4-ed54-4ee8-8f78-5cd733c5cd47 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.524376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db54f330-9e3e-4d4c-ac75-3c597c212482 · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.749022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62aba644-7176-4f22-b1ed-11b45250e50a · outbound

This paper cites Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.755039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb9418fb-fd26-484e-91b6-02a8fea9c261 · outbound

This paper cites OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.759751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf8a1780-e20e-43be-a311-3ad12ba35cb3 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.764865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e51ee67-2932-4e6c-a1ff-4b3e0843eb3e · outbound

This paper cites Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.770078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f66cc9-eb61-476a-bf83-4e07eab41068 · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.777262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a10bc43-c406-4344-ad18-d58920138353 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.505970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abc2a3de-42ec-41a4-9a5c-bffa94bcc04d · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.793516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2382fa-fb81-4374-8239-61807de95740 · outbound

This paper cites J.; Huang, Y.; Liu, Z.; Qu, P.; He, J.; Chen, J.; Yuan, Y.-J.; Han, J.; Xu, H.; Li, H.; Sachan, M.; and Liang, X.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping J.; Huang, Y.; Liu, Z.; Qu, P.; He, J.; Chen, J.; Yuan, Y.-J.; Han, J.; Xu, H.; Li, H.; Sachan, M.; and Liang, X

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.799125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19cbbeb2-51d4-4e30-8d45-ca82d8efd493 · outbound

This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.809548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f0f0fda-46cf-4be4-b234-0ebd0af11645 · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.815382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a27b7c3-fa34-427b-bced-52db97aefa1a · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.474953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b8f7891-dae9-4ca9-8a64-7008f05e4b0a · outbound

This paper cites T emp C ompass: Do Video LLM s Really Understand Videos?.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping T emp C ompass: Do Video LLM s Really Understand Videos?

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.453882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd09c947-e957-4f7e-a9c0-a0ae21b9e44c · outbound

This paper cites Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.435710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f2dcae5-0272-4da8-9aad-5be1c79680d3 · outbound

This paper cites and Kota, Taran and He, Jimming and Eyzaguirre, Cristobal and Durante, Zane and Li, Manling and Wu, Jiajun and Fei-Fei, Li , booktitle =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping and Kota, Taran and He, Jimming and Eyzaguirre, Cristobal and Durante, Zane and Li, Manling and Wu, Jiajun and Fei-Fei, Li , booktitle =

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.418861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3b7d9a1-f192-4f65-9048-b2c86a063eeb · outbound

This paper cites EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding , volume =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding , volume =

Reference 44

Resolution: verified exact; doi, observed 2026-08-07T04:24:55.067902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f5df2b8-86b4-45ec-be73-207a60f414fc · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.401075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ace52e79-d713-41aa-9ddc-050d36c33230 · outbound

This paper cites International Conference on Learning Representations , year =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping International Conference on Learning Representations , year =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.381945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15810289-8cee-4a45-9f3b-74ca14ececa6 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.363864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6db93d44-64d1-43b9-b14c-0093100b1754 · outbound

This paper cites PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.863248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ccd3904-b946-4a70-a5d7-9cfbd058001f · outbound

This paper cites arXiv preprint arXiv:2512.05091 , year=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping arXiv preprint arXiv:2512.05091 , year=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.868214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 679bf50f-250d-406c-b904-95b71e93cf43 · outbound

This paper cites arXiv preprint arXiv:2505.23359 , year=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping arXiv preprint arXiv:2505.23359 , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.873262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2341d0e-c233-400c-8f1b-1e587130ecf7 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.346770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa2ed78d-82ba-4cda-bd07-c3d25ac51509 · outbound

This paper cites Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs , volume =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs , volume =

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.330599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5788ee92-2d80-4450-8b1d-78067fbe5342 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.310306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa320b76-db6a-4cf0-82d2-21f43de77622 · outbound

This paper cites TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting

Reference 54

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:24:55.795302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5e61dbc-7926-43b7-8d8c-e253a4975770 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.895820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dce49a0-883c-435e-8dcb-31d07b9cface · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.900531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e964b1e2-40c0-4100-bca9-cc1c452ce07f · outbound

This paper cites 2026 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2026 , eprint=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.904905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e58298e-02f4-4315-aaad-bb7d062ea2b8 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.909336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22ba40ce-b387-4a60-892b-8dcfff417bf8 · outbound

This paper cites Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.242939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4290319c-0200-434a-b1a4-ef745eae8798 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.223694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe6093ce-4615-4fca-a0e7-e9bed56f58aa · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.922152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95aa17f3-0196-46c6-b638-0ca70215d7d3 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.926274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42bea15d-cbf8-483c-b6a9-f9a4b53578d6 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.179831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15e4ae1a-fc2e-4373-9667-8bfd1a58c922 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.935746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aeaa774-301f-46f9-ab75-6440462d76a2 · outbound

This paper cites 2024 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2024 , eprint=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.939825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6797bd3-346a-4119-82f5-e3ecdddf8424 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning (ICML 2025) , year =.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Proceedings of the 42nd International Conference on Machine Learning (ICML 2025) , year =

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.133964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e7c17d2-d4e7-448a-9acf-e130fe5d8cea · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.114458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 779460ca-fa69-4b33-b59a-c3a0e5d7bffa · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.955160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2283cd70-da8b-488a-a33d-4d1eaa6eec6e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Advances in Neural Information Processing Systems , volume=

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.960617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcea1e89-b1a5-452d-9e38-2ce30b87d4b6 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.965931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95794f40-93bf-49ef-8cf6-3c44bd445f98 · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.970881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbe1aa48-295d-4d78-82f9-45ef25c57e8e · outbound

This paper cites 2025 , eprint=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping 2025 , eprint=

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.054314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e059e240-3680-4a48-8baa-dbd830e98b72 · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping VideoVista: A Versatile Benchmark for Video Understanding and Reasoning

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.981358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b4a782-ef62-4217-b57a-179974c28124 · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping CinePile: A Long Video Question Answering Dataset and Benchmark

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.985958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e648f65-6112-46d9-9f6a-e5484246083f · outbound

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

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.991413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6472183e-2c3b-4b5c-9936-59eaf987834c · outbound

This paper cites an unresolved cited work.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:24:56.036757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd04825c-b05d-4ba5-9fad-add7deb39880 · outbound

This paper cites Breaking Down Video LLM Benchmarks: Knowledge, Spatial Perception, or True Temporal Understanding?.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Breaking Down Video LLM Benchmarks: Knowledge, Spatial Perception, or True Temporal Understanding?

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:55.001360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529b2d0c-38a0-4bd4-8414-23b60bbb4008 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings , year=.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings , year=

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:24:56.018883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers