Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:44:52.920816Z
Paper Citation Record · LEDGER
How Far Are Video Models from True Multimodal Reasoning?
As of 7 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 3 inbound Pith citation observations for arXiv:2604.19193.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T10:38:22.619277Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T20:57:23.153286Z
Reference resolution
100 of 103 outbound references displayed
- verified exact11
- verified fuzzy33
- unresolved14
- parse uncertain1
- malformed identifier0
- metadata mismatch41
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6e4d32ba-24bc-45bd-934e-607289e37cb2 · outbound
This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.
How Far Are Video Models from True Multimodal Reasoning? GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:26:20.435474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation deaab920-39a6-4d1a-baee-42e2dafd5374 · outbound
This paper cites Oxford University Press (1984) 6.
How Far Are Video Models from True Multimodal Reasoning? Oxford University Press (1984) 6
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.757394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e09d2cf-76c8-41de-a044-490ba13a73aa · outbound
This paper cites VideoPhy: Evaluating Physical Commonsense for Video Generation.
How Far Are Video Models from True Multimodal Reasoning? VideoPhy: Evaluating Physical Commonsense for Video Generation
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T11:34:37.994076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9864ebcd-f30e-4cc2-9c58-0e545b7f4650 · outbound
This paper cites VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation.
How Far Are Video Models from True Multimodal Reasoning? VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.643358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec496d56-a06b-4ec3-840b-117c60f06c02 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.755695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d42086c-960a-483a-9a37-1dccf399e2d2 · outbound
This paper cites Advances in neural information processing systems33, 1877–1901 (2020) 1.
How Far Are Video Models from True Multimodal Reasoning? Advances in neural information processing systems33, 1877–1901 (2020) 1
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.851393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ce4eb6d-a50e-488d-8029-e814b9663fc4 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2015) 4.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2015) 4
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.848543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8520187-7f24-407e-9afb-5b38b685c028 · outbound
This paper cites Training-free group relative policy optimization, October 2025.
How Far Are Video Models from True Multimodal Reasoning? Training-free group relative policy optimization, October 2025
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:04.145213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b9ddc2a-5337-4393-a4c5-beb2b6385b24 · outbound
This paper cites Emerging Properties in Self-Supervised Vision Transformers.
How Far Are Video Models from True Multimodal Reasoning? Emerging Properties in Self-Supervised Vision Transformers
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T14:04:51.784333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b591f5e2-e6ce-48ce-ad74-ac81762f24d8 · outbound
This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.
How Far Are Video Models from True Multimodal Reasoning? Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:04.015545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d1822d7c-af3c-46ce-9b39-9104241dc763 · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
How Far Are Video Models from True Multimodal Reasoning? Emerging Properties in Unified Multimodal Pretraining
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:04.132440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e99af556-8697-44f9-9c12-c6262988f3fb · outbound
This paper cites In: Proceedings of the IEEE international conference on computer vision.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE international conference on computer vision
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.834545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2445045-e6d9-4182-b38a-59f9449287e6 · outbound
This paper cites Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.
How Far Are Video Models from True Multimodal Reasoning? Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.216352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 973a294d-f044-40c4-a8dd-3fa76d11c722 · outbound
This paper cites VILA$^2$: VILA Augmented VILA.
How Far Are Video Models from True Multimodal Reasoning? VILA$^2$: VILA Augmented VILA
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.007239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb159a9e-4f83-41e7-80b6-8c522d38ac45 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.832892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8fc3120-7dfe-4d30-9945-c2666a8df059 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.760815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cd44c22-9197-40fc-b21d-a9360fd3201a · outbound
This paper cites RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs.
How Far Are Video Models from True Multimodal Reasoning? RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.698359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4c9c31a-6721-4d31-9c71-30050e497e9c · outbound
This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.
How Far Are Video Models from True Multimodal Reasoning? LTX-2: Efficient Joint Audio-Visual Foundation Model
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.198821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f54c3ac-48db-49f1-a83b-c091f267e172 · outbound
This paper cites Video-Bench: Human-Aligned Video Generation Benchmark.
How Far Are Video Models from True Multimodal Reasoning? Video-Bench: Human-Aligned Video Generation Benchmark
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.036366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09227181-e68c-485b-b41f-72da79208551 · outbound
This paper cites arXiv preprint arXiv:2512.07826 , year=.
How Far Are Video Models from True Multimodal Reasoning? arXiv preprint arXiv:2512.07826 , year=
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:03.765354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e4307a2-df9b-4922-a401-24adf4841b6e · outbound
This paper cites Huynh-Thu, Q.
How Far Are Video Models from True Multimodal Reasoning? Huynh-Thu, Q
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.053309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9665ed3-4b2b-4ad7-9ce5-ef91a69b4ee7 · outbound
This paper cites VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation.
How Far Are Video Models from True Multimodal Reasoning? VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
Reference 23
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.183684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f5af0c13-da3b-42c4-adea-d3bae9dc93c3 · outbound
This paper cites Measuring Massive Multitask Language Understanding.
How Far Are Video Models from True Multimodal Reasoning? Measuring Massive Multitask Language Understanding
Reference 24
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:04.125403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d17476e-fcf0-4501-88e5-6652d083fae3 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.828914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e8c6461c-8aed-4a14-a096-0e57e14776d0 · outbound
This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.831211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a2e8c76-5c9c-48f5-9488-ea7bd9579f38 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2024) 2, 4.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2024) 2, 4
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.836603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bede773c-2c44-4bbc-934d-2cbadb9f6fa4 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.839918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ac7acfb-08be-49ff-b396-a1aeca5256d3 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.762583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1aa385aa-bef8-4eb9-a418-1eeca0bfcf08 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.759089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 84eab3ba-4a50-4a12-b338-cbb29f745f3e · outbound
This paper cites Jiang, Y.
How Far Are Video Models from True Multimodal Reasoning? Jiang, Y
Reference 31
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.243053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 98a7fe84-2002-485f-a39e-436583c22303 · outbound
This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF International Conference on Computer Vision
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.825065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 910aad13-a03f-43df-999c-dfb436e01e3c · outbound
This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF International Conference on Computer Vision
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.820101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13d7ffae-51a9-4fa2-8687-069a284d29d5 · outbound
This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE conference on computer vision and pattern recognition
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.766354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2f2b7b3-2aab-4796-87f4-1b828f9644d8 · outbound
This paper cites FullDiT: Multi-Task Video Generative Foundation Model with Full Attention.
How Far Are Video Models from True Multimodal Reasoning? FullDiT: Multi-Task Video Generative Foundation Model with Full Attention
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.097620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7710b13-6fff-41bf-9363-2582b403ccf6 · outbound
This paper cites Advances in neural information processing systems35, 22199–22213 (2022).
How Far Are Video Models from True Multimodal Reasoning? Advances in neural information processing systems35, 22199–22213 (2022)
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.818531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d398dce-f81e-45df-b318-02285048d72c · outbound
This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.
How Far Are Video Models from True Multimodal Reasoning? HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 38
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:03.861371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e58883ef-2f62-4f55-b899-ea9d05938812 · outbound
This paper cites AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks.
How Far Are Video Models from True Multimodal Reasoning? AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:04.287346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27cd712f-594d-4bad-b1f0-99009a0320ef · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
How Far Are Video Models from True Multimodal Reasoning? LLaVA-OneVision: Easy Visual Task Transfer
Reference 40
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:04.303140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c24059df-e2fd-4adf-9f32-8f6d1bfc3bdb · outbound
This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE/CVF International Conference on Computer Vision
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.823460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92b21136-59fa-4d3a-ba62-09cf07365568 · outbound
This paper cites Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation.
How Far Are Video Models from True Multimodal Reasoning? Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation
Reference 42
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T07:24:05.047503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5ef4e07-2da1-43d8-94f8-0df1aa567665 · outbound
This paper cites Zero-shot Voice Conversion with Diffusion Transformers.
How Far Are Video Models from True Multimodal Reasoning? Zero-shot Voice Conversion with Diffusion Transformers
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.023382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1afd451f-3ce8-435d-8514-c72ede652ee4 · outbound
This paper cites EvalCrafter: Benchmarking and Evaluating Large Video Generation Models.
How Far Are Video Models from True Multimodal Reasoning? EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
Reference 45
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.086174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 216da338-cbcc-4efc-955b-3425461459dd · outbound
This paper cites FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation.
How Far Are Video Models from True Multimodal Reasoning? FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
Reference 46
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.923156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6558052-1313-4c04-a51c-3db5ee0b87b5 · outbound
This paper cites Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation.
How Far Are Video Models from True Multimodal Reasoning? Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
Reference 48
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T14:40:00.221207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb649c18-4c9f-4a86-a8b6-fca162f97b67 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.813929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92c38536-02bc-4500-abd8-fac819c910b9 · outbound
This paper cites pixverse.ai/(2023), accessed: March 3, 2026 4.
How Far Are Video Models from True Multimodal Reasoning? pixverse.ai/(2023), accessed: March 3, 2026 4
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.764311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02e2aa0d-d6f7-4bd1-83f0-2c3ea9eb37ea · outbound
This paper cites Movie Gen: A Cast of Media Foundation Models.
How Far Are Video Models from True Multimodal Reasoning? Movie Gen: A Cast of Media Foundation Models
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T14:16:26.778393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65de20bc-0713-4a33-8362-aa43b89c55bc · outbound
This paper cites AoPS Wiki,https: //artofproblemsolving.com/wiki/index.php/AIME_Problems_and_Solutions, accessed: 2026-03-01.
How Far Are Video Models from True Multimodal Reasoning? AoPS Wiki,https: //artofproblemsolving.com/wiki/index.php/AIME_Problems_and_Solutions, accessed: 2026-03-01
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.810709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b51b408-1063-40fc-9ae3-178ebd680f84 · outbound
This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.
How Far Are Video Models from True Multimodal Reasoning? GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T12:51:04.295877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97326679-9731-4b33-8030-ee6873eff826 · outbound
This paper cites Videoworld 2: Learning transferable knowledge from real-world videos.arXiv preprint arXiv:2602.10102.
How Far Are Video Models from True Multimodal Reasoning? Videoworld 2: Learning transferable knowledge from real-world videos.arXiv preprint arXiv:2602.10102
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:04.104580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 298a8e46-9e1a-422b-948e-049929df1a85 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.812378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d55cae8b-62ff-4634-900c-ff5b9440ef24 · outbound
This paper cites Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model.
How Far Are Video Models from True Multimodal Reasoning? Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T01:35:37.953991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 53934287-e432-4800-ae0d-82469cf8ea96 · outbound
This paper cites In: Proceed- ings of the Computer Vision and Pattern Recognition Conference.
How Far Are Video Models from True Multimodal Reasoning? In: Proceed- ings of the Computer Vision and Pattern Recognition Conference
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.808678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b824c7d1-6a8f-4896-8aa3-d9e972877e5b · outbound
This paper cites In: The Twelfth In- ternational Conference on Learning Representations (2024).
How Far Are Video Models from True Multimodal Reasoning? In: The Twelfth In- ternational Conference on Learning Representations (2024)
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.806535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af536bcd-cec5-404f-969a-ee91dc10dedc · outbound
This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the AAAI Conference on Artificial Intelligence
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.821749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02ed66ca-ac1b-418d-a9da-7cac3eb0bd4a · outbound
This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.
How Far Are Video Models from True Multimodal Reasoning? Chameleon: Mixed-Modal Early-Fusion Foundation Models
Reference 61
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T12:51:04.042262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7443b29-6b35-43ed-98c2-d638fe66a287 · outbound
This paper cites Kling-Omni Technical Report.
How Far Are Video Models from True Multimodal Reasoning? Kling-Omni Technical Report
Reference 62
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T21:00:58.771713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06ff4caa-f75b-473e-bc92-ddbc2fb7deae · outbound
This paper cites HunyuanVideo 1.5 Technical Report.
How Far Are Video Models from True Multimodal Reasoning? HunyuanVideo 1.5 Technical Report
Reference 63
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T02:31:35.128127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a6c97c1-9ca6-42de-8a7b-98ab45fc1b44 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.838122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a28a771e-2934-455c-8ec8-31c4868f3364 · outbound
This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.
How Far Are Video Models from True Multimodal Reasoning? Wan: Open and Advanced Large-Scale Video Generative Models
Reference 65
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:03.884926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 813c54ac-e2a3-40fb-b85c-767a1d1d83a3 · outbound
This paper cites ModelScope Text-to-Video Technical Report.
How Far Are Video Models from True Multimodal Reasoning? ModelScope Text-to-Video Technical Report
Reference 66
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T19:47:29.701736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da7dfb3e-0f17-42a7-a9c7-69e5613ac49a · outbound
This paper cites A very big video reasoning suite.
How Far Are Video Models from True Multimodal Reasoning? A very big video reasoning suite
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.313284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30a700d8-1665-4b73-854b-8111b55dfd0b · outbound
This paper cites In: The Fourteenth International Conference on Learning Representations (2025) 4.
How Far Are Video Models from True Multimodal Reasoning? In: The Fourteenth International Conference on Learning Representations (2025) 4
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.801830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e32b48d-9b2e-4270-9b5e-c5e67edcf36d · outbound
This paper cites Emu3: Next-Token Prediction is All You Need.
How Far Are Video Models from True Multimodal Reasoning? Emu3: Next-Token Prediction is All You Need
Reference 70
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:04.152990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b2fe887d-48f1-4ba8-971d-401d1f1b8c96 · outbound
This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.
How Far Are Video Models from True Multimodal Reasoning? In: International Conference on Medical Image Computing and Computer-Assisted Intervention
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.797728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9122528-1e0e-48b7-b0d4-4eca101c9181 · outbound
This paper cites UniVideo: Unified Understanding, Generation, and Editing for Videos.
How Far Are Video Models from True Multimodal Reasoning? UniVideo: Unified Understanding, Generation, and Editing for Videos
Reference 73
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-07T03:17:13.018030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eae2bd51-5c8f-4e39-9f79-38d4f658dd8d · outbound
This paper cites Emergent Abilities of Large Language Models.
How Far Are Video Models from True Multimodal Reasoning? Emergent Abilities of Large Language Models
Reference 74
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:03.896102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4daf5438-bf57-48ba-a6d8-7872d39fc58c · outbound
This paper cites Video models are zero-shot learners and reasoners.
How Far Are Video Models from True Multimodal Reasoning? Video models are zero-shot learners and reasoners
Reference 76
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T02:16:46.105477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a224fdf9-b2c8-4cc0-8d01-244147e58636 · outbound
This paper cites Univbench: Towards unified evaluation for video foundation models.
How Far Are Video Models from True Multimodal Reasoning? Univbench: Towards unified evaluation for video foundation models
Reference 77
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.276881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b6c1e91-4471-490d-8255-80a75efc2616 · outbound
This paper cites Visual generation unlocks human-like reasoning through multimodal world models.
How Far Are Video Models from True Multimodal Reasoning? Visual generation unlocks human-like reasoning through multimodal world models
Reference 78
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.999629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4670310-d722-47b3-bff7-4fbc42650372 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.827623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9330d049-5038-4673-ac99-0dafde9484b0 · outbound
This paper cites In: The Thirteenth International Conference on Learning Representations (2025).
How Far Are Video Models from True Multimodal Reasoning? In: The Thirteenth International Conference on Learning Representations (2025)
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.826854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a12dcc8f-7077-49b0-ab8a-b4fb99cdd0b7 · outbound
This paper cites VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation.
How Far Are Video Models from True Multimodal Reasoning? VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
Reference 81
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T11:49:14.981353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8d14a08f-2413-403e-b909-d341021b9fda · outbound
This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE conference on computer vision and pattern recognition
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.799893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f594a219-3105-44df-9bdb-d0002bddcddb · outbound
This paper cites VideoGen-Eval: Agent-based System for Video Generation Evaluation.
How Far Are Video Models from True Multimodal Reasoning? VideoGen-Eval: Agent-based System for Video Generation Evaluation
Reference 83
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.671354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5b6c987-7af5-4a54-bfef-cda3f245644a · outbound
This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.
How Far Are Video Models from True Multimodal Reasoning? HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 84
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:05:12.673916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b37ae508-993f-4659-90a4-5529f0eefdfb · outbound
This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.
How Far Are Video Models from True Multimodal Reasoning? CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 85
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:03.934837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 389bbf94-25db-4377-be12-2d390b611fab · outbound
This paper cites UNIC: Unified In-Context Video Editing.
How Far Are Video Models from True Multimodal Reasoning? UNIC: Unified In-Context Video Editing
Reference 88
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:03.953580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dfc04d27-65d8-4eab-9edc-1a5dca5b8bea · outbound
This paper cites TextGrad: Automatic "Differentiation" via Text.
How Far Are Video Models from True Multimodal Reasoning? TextGrad: Automatic "Differentiation" via Text
Reference 89
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T11:27:59.484812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0cd7821b-5897-4ccd-9f09-285ea8ed333c · outbound
This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.
How Far Are Video Models from True Multimodal Reasoning? VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Reference 90
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T12:51:03.979870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation babd594d-de25-4a6a-9780-46494b97dec0 · outbound
This paper cites International Journal of Computer Vision133(4), 1879–1893 (2025).
How Far Are Video Models from True Multimodal Reasoning? International Journal of Computer Vision133(4), 1879–1893 (2025)
Reference 91
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.798095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01e1f432-0791-4a24-a933-309174507fc5 · outbound
This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.
How Far Are Video Models from True Multimodal Reasoning? Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T16:44:08.223014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f906ba5-9822-4877-8bf1-634876cf3c39 · outbound
This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.
How Far Are Video Models from True Multimodal Reasoning? In: Proceedings of the IEEE conference on computer vision and pattern recognition
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.805628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b226fd3-8636-40ff-8536-1c12f81a988a · outbound
This paper cites Dynamic Diffusion Transformer.
How Far Are Video Models from True Multimodal Reasoning? Dynamic Diffusion Transformer
Reference 94
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:51:04.119874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb6f6736-e25d-42ce-8de7-fde8528464fb · outbound
This paper cites In: The Thirteenth International Conference on Learning Representations (2025).
How Far Are Video Models from True Multimodal Reasoning? In: The Thirteenth International Conference on Learning Representations (2025)
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.784661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b820b6b5-9595-4b4c-8f4b-43be5c6e4f99 · outbound
This paper cites Large Language Models Are Human-Level Prompt Engineers.
How Far Are Video Models from True Multimodal Reasoning? Large Language Models Are Human-Level Prompt Engineers
Reference 96
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T09:43:26.534305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27ff338b-f6df-4a15-bddf-c75c8d9dd94c · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.793229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 092f5470-8455-4fdb-81cd-7f5cabcb7460 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.781175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74ae64fb-f936-4b7e-8bde-9318a5bf4f7c · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 99
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-22T19:45:04.777744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97b84dee-3dba-4f33-a149-9423021955ea · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.815900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c5aa8b00-35ba-4a68-99bc-e4eb20c77a43 · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 101
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.783091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c2bf64f-dca5-4700-9d3e-e826571b4d72 · outbound
This paper cites 0[integer represents the data point].
How Far Are Video Models from True Multimodal Reasoning? 0[integer represents the data point]
Reference 102
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.788472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77462e89-3a5d-4f8f-9141-5900d412e6f8 · outbound
This paper cites You should locate the most important and recurring weakness_correlation.
How Far Are Video Models from True Multimodal Reasoning? You should locate the most important and recurring weakness_correlation
Reference 103
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.803777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0fa71fd8-6ec9-4c3b-b0a2-9f6bedb88f52 · outbound
This paper cites You can reflect on the mistakes of the reasoning process in the model_evaluation grounded on the video.
How Far Are Video Models from True Multimodal Reasoning? You can reflect on the mistakes of the reasoning process in the model_evaluation grounded on the video
Reference 104
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.776267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 033c3046-f612-4d23-990c-6f8727207943 · outbound
This paper cites Output Format:\.
How Far Are Video Models from True Multimodal Reasoning? Output Format:\
Reference 105
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.843248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation efe822ac-6993-46af-abc6-028907ae918c · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 106
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.841390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22c4f212-68a8-48ef-b513-b693e3bbd36e · outbound
This paper cites an unresolved cited work.
How Far Are Video Models from True Multimodal Reasoning? Unresolved cited work
Reference 107
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T19:45:04.772828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b32484b9-03d1-4b51-b22d-a33b8f6059b7 · outbound
This paper cites reasoning.
How Far Are Video Models from True Multimodal Reasoning? reasoning
Reference 108
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.773819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b1a68f5-1ad5-4324-855c-56d12e797c63 · outbound
This paper cites It details: what the video has presented now (the weakness) and what it should have presented.
How Far Are Video Models from True Multimodal Reasoning? It details: what the video has presented now (the weakness) and what it should have presented
Reference 109
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.846946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cbeb9eb-2b60-4a1a-8552-02e89fa97245 · outbound
This paper cites It details the weakness of the video.
How Far Are Video Models from True Multimodal Reasoning? It details the weakness of the video
Reference 110
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T19:45:04.767877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation f7379099-2bc2-4004-882f-8a29378c8449 · inbound
VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization cites this paper.
VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization How Far Are Video Models from True Multimodal Reasoning?
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T22:26:17.309495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 856341ca-efa8-4bab-a6bb-7b1eeec1c6ec · inbound
VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization cites this paper.
VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization How Far Are Video Models from True Multimodal Reasoning?
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T10:44:36.838077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93c4d9c3-d5fb-4301-94ac-3f3d8c06a502 · inbound
VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation cites this paper.
VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation How Far Are Video Models from True Multimodal Reasoning?
Reference 52
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T20:57:23.154343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.