Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:45:10.764292Z
Paper Citation Record · LEDGER
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
As of 18 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 19 inbound Pith citation observations for arXiv:2506.09943.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:41:30.580733Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T12:49:53.095154Z
Reference resolution
100 of 104 outbound references displayed
- verified exact1
- verified fuzzy25
- unresolved72
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e0cdc4cc-f70e-4527-a4b4-291d7cbaf374 · outbound
This paper cites Social-iq: A question answering benchmark for artificial social intelligence.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Social-iq: A question answering benchmark for artificial social intelligence
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.464903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3316cd5e-a9bc-468d-a283-05721b3ada39 · outbound
This paper cites Sheng, Wei Emma Zhang, Munazza Zaib, and Ahoud Alhazmi.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Sheng, Wei Emma Zhang, Munazza Zaib, and Ahoud Alhazmi
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.566590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6b21193-cbd9-4b2c-bfda-3a8063deceea · outbound
This paper cites Qwen2.5-VL Technical Report.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Qwen2.5-VL Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.634967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9215161d-fcd7-4489-abd8-f504ee9e3adb · outbound
This paper cites PHYRE: A New Benchmark for Physical Reasoning.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models PHYRE: A New Benchmark for Physical Reasoning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.700144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c5f029b-b8bb-4297-9916-6034a2be7c4f · outbound
This paper cites VideoPhy: Evaluating Physical Commonsense for Video Generation.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models VideoPhy: Evaluating Physical Commonsense for Video Generation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.786570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed00242b-b453-4eac-8022-3632c09b33c5 · outbound
This paper cites HourVideo: 1-Hour Video-Language Understanding.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models HourVideo: 1-Hour Video-Language Understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.871782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cf37a6e-7a0e-41ea-be32-edb88b56de13 · outbound
This paper cites ComPhy: Compositional Physical Reasoning of Objects and Events from Videos.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models ComPhy: Compositional Physical Reasoning of Objects and Events from Videos
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:58.928697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab285409-aff3-450c-b2d9-708aa346803f · outbound
This paper cites PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.009056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 412b0bde-1e4f-4451-95e3-619ecd1959bc · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.108243Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8615da6-b413-4318-b150-91431ccd7efb · outbound
This paper cites Datasheets for Datasets.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Datasheets for Datasets
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.171839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 132c9f29-7c22-4bd4-9f7e-7396acf78284 · outbound
This paper cites Causal reasoning through intervention.Causal learning: Psychology, philosophy, and computation, 5, 2007.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Causal reasoning through intervention.Causal learning: Psychology, philosophy, and computation, 5, 2007
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.219836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3959a487-d5e7-4256-979c-3260fefde00a · outbound
This paper cites Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.302001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e819dca-8a79-4f5a-acf5-0d98a13143f7 · outbound
This paper cites Tgif-qa: Toward spatio-temporal reasoning in visual question answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Tgif-qa: Toward spatio-temporal reasoning in visual question answering
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.403213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3facfe9c-da71-4bad-93dd-ad7659a6695f · outbound
This paper cites The Kinetics Human Action Video Dataset.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models The Kinetics Human Action Video Dataset
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.485305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a81c8cb8-e245-4d8b-9cad-c60f0d609b6b · outbound
This paper cites Processing counterfactual and hypothetical conditionals: An fmri investigation.NeuroImage, 72:265–271, 2013.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Processing counterfactual and hypothetical conditionals: An fmri investigation.NeuroImage, 72:265–271, 2013
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.568462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edaaddba-6db6-418d-992d-c6d6dd44a7a7 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.648649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5085d8a3-d028-4c8a-bce9-e5418ec022a7 · outbound
This paper cites Lmms-eval: Accelerating the development of large multimoal models, March 2024.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Lmms-eval: Accelerating the development of large multimoal models, March 2024
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.817601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a3ded07-18b9-4d13-9b43-8ebbacdf7b01 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models LLaVA-OneVision: Easy Visual Task Transfer
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.912246Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f51502c7-a87f-45f3-a521-4b4b84b61990 · outbound
This paper cites A Survey on Benchmarks of Multimodal Large Language Models.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models A Survey on Benchmarks of Multimodal Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:44:59.994525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1862ce33-1422-43e6-adc1-16eed78166f6 · outbound
This paper cites From representation to reasoning: Towards both evidence and commonsense reasoning for video question-answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models From representation to reasoning: Towards both evidence and commonsense reasoning for video question-answering
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.035361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2304d145-2dee-4ba1-bb10-a509a377a609 · outbound
This paper cites From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T04:45:11.884246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8808adf5-2c93-4427-b982-5191d536c889 · outbound
This paper cites Openeqa: Embodied question answering in the era of foundation models.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Openeqa: Embodied question answering in the era of foundation models
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.213211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e01ba51-5333-48b2-be59-6a13003a0f9b · outbound
This paper cites EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.265342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97c7bbcd-57c1-4590-97bf-70ca5138bc23 · outbound
This paper cites Towards world simulator: Crafting physical commonsense-based benchmark for video generation,.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Towards world simulator: Crafting physical commonsense-based benchmark for video generation,
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.369247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21e1d744-225b-4017-a579-a961ece04325 · outbound
This paper cites Do generative video models understand physical principles?.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Do generative video models understand physical principles?
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.498442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9157285-01e5-4d63-b039-e7c11e47c7f0 · outbound
This paper cites Gpt-4v(ision) system card, 2023.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Gpt-4v(ision) system card, 2023
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.579484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1f1413c-6394-4c13-a2db-c7f941a041c3 · outbound
This paper cites Gpt-4o, 2024.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Gpt-4o, 2024
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.670428Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 749f9399-637e-46c4-8840-ca1198b634c9 · outbound
This paper cites CRIPP-VQA: Counterfactual reasoning about implicit physical properties via video question answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models CRIPP-VQA: Counterfactual reasoning about implicit physical properties via video question answering
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.716172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a27c0377-d165-4628-8356-6620bb1b3c8a · outbound
This paper cites CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.785774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b14deb-1181-4f56-8ae8-6fc0a0ffb1ec · outbound
This paper cites Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:00.866380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a4ee60c-492e-4d88-a047-99ce02a09dfd · outbound
This paper cites Perception Test: A Diagnostic Benchmark for Multimodal Video Models.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Perception Test: A Diagnostic Benchmark for Multimodal Video Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.031903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e967bfc9-8471-4deb-8a98-736eb0df26c4 · outbound
This paper cites CinePile: A Long Video Question Answering Dataset and Benchmark.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models CinePile: A Long Video Question Answering Dataset and Benchmark
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.238009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8c37842-f559-41df-bc41-be92c2520e31 · outbound
This paper cites IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.399984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20a78be1-ebcc-42d0-a548-475e26a304ad · outbound
This paper cites Ego4d goal-step: Toward hierarchical understanding of procedural activities.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Ego4d goal-step: Toward hierarchical understanding of procedural activities
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.540151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d7017b1-3802-4473-a291-acd1e235caa7 · outbound
This paper cites Ego4D: Around the World in 3,000 Hours of Egocentric Video.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Ego4D: Around the World in 3,000 Hours of Egocentric Video
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.691636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c44a31b7-ccbc-4db4-861a-8726caa863b0 · outbound
This paper cites Ego-exo4d: Understanding skilled human activity from first- and third-person perspectives,.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Ego-exo4d: Understanding skilled human activity from first- and third-person perspectives,
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:01.841389Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8e0d45d-3866-4016-9d08-005fd97c6353 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:02.272938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 702f372f-5f20-413c-9ae8-802e6337d664 · outbound
This paper cites Gemini 2.5 flash, 2025.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Gemini 2.5 flash, 2025
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:02.494976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97ddf7df-e792-4d24-bb47-75b20b0a4dc9 · outbound
This paper cites Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:02.057866Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1e9217a-6459-4f47-b41b-385d3079dcfb · outbound
This paper cites ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos
Reference 40
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:45:11.543741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c804413e-8a94-4766-bccc-da5a0043e225 · outbound
This paper cites NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:02.947046Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c64d2533-aad9-421e-a88f-b4eb22396ec5 · outbound
This paper cites The Llama 3 Herd of Models.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models The Llama 3 Herd of Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:02.651654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8fc14fe-d142-47cc-a5c1-094628cdc9ec · outbound
This paper cites ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.277823Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3d421f-66b2-4e32-8b7e-fc29c7556eed · outbound
This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models MM-LLMs: Recent Advances in MultiModal Large Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.370411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 923b733d-9791-40d0-8884-de6d6ac0baa3 · outbound
This paper cites CLEVRER: CoLlision Events for Video REpresentation and Reasoning.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models CLEVRER: CoLlision Events for Video REpresentation and Reasoning
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.139320Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adce09e7-20c2-4d1d-bc7b-33b0047aae42 · outbound
This paper cites Video Question Answering: Datasets, Algorithms and Challenges.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Video Question Answering: Datasets, Algorithms and Challenges
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.529058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba2d123e-af32-432e-9b9a-1b00a77f2ba6 · outbound
This paper cites Contphy: Continuum physical concept learning and reasoning from videos.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Contphy: Continuum physical concept learning and reasoning from videos
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.465818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e0a10d5-3cdb-43a2-8942-8d21c0d6ac0f · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.623339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b455ab8f-6da4-4692-92c2-7124f56d40f6 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.673237Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3a22ddb-005e-41d1-97b3-054150954b80 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.795621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce646c3f-214e-412f-aab7-e5ba61f4bd2c · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:03.883579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d430c7b-a152-478e-91a7-97cdcdc9e2c6 · outbound
This paper cites Descriptive ii.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Descriptive ii
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:04.005637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a19e898-046f-472b-8eb8-6152e0d9fe4b · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:04.103939Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caa9e58d-8780-4274-a088-8f0408491a5d · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:45:04.222322Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b878ef8a-bc9e-43b5-9067-6e9f7a56307a · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:19.399783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9ed162d3-46c5-4387-b89c-6e3864f4db40 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:19.385874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bfc1e739-9284-43c3-86fa-0d16861d3377 · outbound
This paper cites your answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models your answer
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:19.372089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e8592a99-dfa7-4c51-997c-f037dbdf22f4 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:19.344063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08e2f3b2-ab1b-442b-900a-986610d5ff98 · outbound
This paper cites The answers should extremely plausible, but incorrect, based on what you see in the Clip.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models The answers should extremely plausible, but incorrect, based on what you see in the Clip
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:19.317383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 13603173-c799-4e6e-9083-8c0cd9bff05c · outbound
This paper cites Distractors **must** be similar in length and complexity to the Revised Answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Distractors **must** be similar in length and complexity to the Revised Answer
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:19.282688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cb9ffe59-0a9d-4a10-b76d-f49ee9c8f95d · outbound
This paper cites Revise the Distractors as needed unil you have your list of four.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Revise the Distractors as needed unil you have your list of four
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:19.132481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e0d14546-bd10-4737-b420-aa4e85dd3b8b · outbound
This paper cites Modify the Distractors as needed to ensure they are all different from the Revised Answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Modify the Distractors as needed to ensure they are all different from the Revised Answer
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:19.003840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a62e7faf-e548-4a2e-8ea5-96acdb4eab23 · outbound
This paper cites [Distractor 1| Distractor 2| etc...].
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models [Distractor 1| Distractor 2| etc...]
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:18.861804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dc21491a-ec60-42ad-afcd-f644f6c6bad6 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:18.727088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea85bf75-757c-42ca-b1d0-0ef4b8007f58 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:18.647126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f325754-d349-4d34-afc5-ac791a089997 · outbound
This paper cites [’distractor 1.’| ’distractor 2.’| ’distractor 3.’| ’distractor 4.’].
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models [’distractor 1.’| ’distractor 2.’| ’distractor 3.’| ’distractor 4.’]
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:18.524783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae265068-59e1-4ebc-9d0b-d60ad4e025f3 · outbound
This paper cites You follow the following steps in this task:.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models You follow the following steps in this task:
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:18.007479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c44117c-ed4c-449e-953d-d6872a8bf572 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:17.904872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 417adc5e-726d-4942-b15e-f06abac1c6ac · outbound
This paper cites Please sound as polished as possible and make certain to capture the gist of the Original Answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Please sound as polished as possible and make certain to capture the gist of the Original Answer
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:17.728621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 776bfcc8-8a41-4d95-b139-aa8bb98f6543 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:17.460432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6abad4e7-1ec6-4c54-bf90-c574063611a3 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:17.351485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 25b499ec-b762-41b2-9d47-f114f1860852 · outbound
This paper cites Ensure that language in the question reflects the language in the rewritten answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Ensure that language in the question reflects the language in the rewritten answer
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:17.173730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e67ae395-8e56-4fa1-a558-efd4ab5fc516 · outbound
This paper cites Now make certain that the rewritten question has the same meaning as the Original Question.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Now make certain that the rewritten question has the same meaning as the Original Question
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:17.013439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d1d5d2d8-cb61-441b-9477-d5f366fa7f36 · outbound
This paper cites the rewritten answer you came up with in step 2, adjusted for any changes from steps 3 and 4.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models the rewritten answer you came up with in step 2, adjusted for any changes from steps 3 and 4
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:16.836892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e62c39c6-c892-49d7-aa02-e69d233ed2b9 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:16.688247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f31a9cca-b62e-4f13-9dd9-e0409acbbf54 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:16.545485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 839f3e0f-ed82-4901-8089-db7c390c3cca · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:16.342273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 90325542-f486-4c0c-b365-8794c509e2b9 · outbound
This paper cites the rewritten New Answer you came up with in step 2.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models the rewritten New Answer you came up with in step 2
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:16.160603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 048b3a48-a591-42e5-b863-a24c12783ce3 · outbound
This paper cites Important Words will only be found in the Original Question.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Important Words will only be found in the Original Question
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:15.992354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7a6d53e-e447-48f8-80a1-b9404b4f3645 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:15.804421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bb6ea2bd-741f-4451-a07a-225a1f754528 · outbound
This paper cites Important Words will only be found in the Original Question.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Important Words will only be found in the Original Question
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:15.469377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 378e9220-5ea6-49d2-8dc9-74aff1d76a74 · outbound
This paper cites defensive position.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models defensive position
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:15.142199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e99811ad-d18c-4bb0-82d3-c20636c1cd4b · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:14.719451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f126798-fd9e-48a2-9e68-eee431f9b6e9 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:14.311917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8829dbe9-36c6-4ae8-acb2-17e34c766c6c · outbound
This paper cites the answer you came up with in step 1, 2, 3, 4, and 6.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models the answer you came up with in step 1, 2, 3, 4, and 6
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:14.149284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 72e60af5-8fbe-4dd5-92e4-b6983a202ea7 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 93
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:19.357593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 347a4932-5826-4a17-a9b2-4b280df6f5db · outbound
This paper cites |", ",",.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models |", ",",
Reference 94
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:14.033219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2e6c783a-28fd-41a7-9481-5bc075b63380 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:19.330274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d73db59d-0170-4689-925e-6eb7f08ccbf3 · outbound
This paper cites They **must** be similar in length and complexity to the Revised Answer.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models They **must** be similar in length and complexity to the Revised Answer
Reference 96
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:13.888407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation faa44f19-5779-4bdb-93af-27f84746212f · outbound
This paper cites Encourage yourself to think outside the box and consider unconventional explanations or scenarios.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Encourage yourself to think outside the box and consider unconventional explanations or scenarios
Reference 97
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:13.744472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6f525a2b-22b1-44aa-979d-bcd6464bf869 · outbound
This paper cites **Never** repeate the Revised Answer in the New Distractors.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models **Never** repeate the Revised Answer in the New Distractors
Reference 98
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:13.595444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2d0cae44-f069-433d-85e3-c54ff0ef6dc3 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 99
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:13.458271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb5743e3-a05c-4295-9b4a-a15c187b402e · outbound
This paper cites [New Distractor 1| New Distractor 2| etc...].
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models [New Distractor 1| New Distractor 2| etc...]
Reference 100
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:13.336757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 92b41005-d995-44f6-aa4e-25ee9fb60875 · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 101
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:18.328745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8e6999b8-a2d1-4a70-ae5c-bcfd2d8f8f8b · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 102
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:18.197808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ecd64e7-a254-4171-9491-740e6a9b8feb · outbound
This paper cites an unresolved cited work.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Unresolved cited work
Reference 103
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:45:18.063729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e226ed2-0529-490f-9a50-76747d0ebb61 · outbound
This paper cites The person will move backward to create space B.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models The person will move backward to create space B
Reference 104
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:13.010551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1bc72356-c2cb-408e-9b29-3fdf391d120c · outbound
This paper cites It is supplied as a string of numbered answers separated by a pipe |.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models It is supplied as a string of numbered answers separated by a pipe |
Reference 105
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:12.772062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 46d4a69b-4f3a-47f0-b52d-bb61c363245d · outbound
This paper cites You must choose an answer, even if you are not sure.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models You must choose an answer, even if you are not sure
Reference 106
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:45:12.538689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d14643e4-204c-46b9-907c-e414a8154e82 · outbound
This paper cites Your Answer from the Possible Answers as a string.
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models Your Answer from the Possible Answers as a string
Reference 107
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T04:45:11.216959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 06d92058-3d59-46b4-8231-8bdbdf7ab100 · inbound
Embodied AI Agents: Modeling the World cites this paper.
Embodied AI Agents: Modeling the World CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 2016
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:10:27.260004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c171c473-1f93-49b4-81ef-dec3e8bd2ca3 · inbound
ChainReaction: Causal Chain-Guided Reasoning for Modular and Explainable Causal-Why Video Question Answering cites this paper.
ChainReaction: Causal Chain-Guided Reasoning for Modular and Explainable Causal-Why Video Question Answering CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:41:42.914172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 708bd6da-b77d-409a-94e2-a59e5fbe1210 · inbound
SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios cites this paper.
SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T21:14:09.234652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3496926f-5e34-48c2-8842-8cf1f30fa475 · inbound
SCP: Spatial Causal Prediction in Video cites this paper.
SCP: Spatial Causal Prediction in Video CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T16:50:11.238432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f67e0dff-1b29-4b5a-b2f2-c8b4d3cd176e · inbound
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:45:49.318294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b8071a87-fb3f-4568-92b6-9a6028d83d0b · inbound
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:42:23.808691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46edd166-7135-4700-8e81-961dbc2a1f28 · inbound
ICAT: Incident-Case-Grounded Adaptive Testing for Physical-Risk Prediction in Embodied World Models cites this paper.
ICAT: Incident-Case-Grounded Adaptive Testing for Physical-Risk Prediction in Embodied World Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:41:30.580733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2703f24-39ad-40c5-94ad-d342a1f99f3c · inbound
Act2See: Emergent Active Visual Perception for Video Reasoning cites this paper.
Act2See: Emergent Active Visual Perception for Video Reasoning CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T05:45:22.912863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1303ebf-f7a3-4408-9466-2d56c2c0114f · inbound
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T04:55:23.100745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1cdced80-7d96-455c-b023-13f2e7a1eb72 · inbound
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T00:49:17.413207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9b9620ea-20ef-4c4e-a55d-1c0ef7d82bd4 · inbound
CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models cites this paper.
CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T04:40:23.275017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5447d01b-d4c6-4827-988c-d999c60e73cf · inbound
What-If World: A Causal Benchmark for General World Models in Embodied Scenarios cites this paper.
What-If World: A Causal Benchmark for General World Models in Embodied Scenarios CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T18:23:50.387373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation db74685d-7bbd-4d2a-adb2-3fea251bfeaa · inbound
YoCausal: How Far is Video Generation from World Model? A Causality Perspective cites this paper.
YoCausal: How Far is Video Generation from World Model? A Causality Perspective CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T08:33:15.575730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a1e8a19a-7040-462b-b9c1-5a55972fb968 · inbound
Cosmos 3: Omnimodal World Models for Physical AI cites this paper.
Cosmos 3: Omnimodal World Models for Physical AI CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T22:36:18.020144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation af680def-7987-4cee-a9ab-6fdf05ead8c0 · inbound
Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs cites this paper.
Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T15:57:06.739294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b225745-5f30-4d67-8a2c-4d446751cb5f · inbound
How Should World Models Be Evaluated for Embodied Decision-Making? A Decision-Making-Centric Position cites this paper.
How Should World Models Be Evaluated for Embodied Decision-Making? A Decision-Making-Centric Position CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T10:34:36.404842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dcb352d9-db36-4f16-9b37-98c599dc3ae0 · inbound
PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models cites this paper.
PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T12:49:53.096775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1b8029b4-2516-49b7-a44f-e357bfb86ed4 · inbound
PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models cites this paper.
PhysEditWorld: A Large-Scale Dataset Toward Physics-Editable World Models CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T12:04:39.227823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 02a00a76-2403-43e0-a327-2d3c184a685b · inbound
RetroHolmes: When Semantic Plausibility Fails Retrospective Physical Process Reasoning cites this paper.
RetroHolmes: When Semantic Plausibility Fails Retrospective Physical Process Reasoning CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T07:27:08.281893Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.