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 9 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 18 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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:10:27.260004Z
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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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.