Paper Citation Record · LEDGER

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 4 inbound Pith citation observations for arXiv:2506.21876.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.21876 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:22:39.392445Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:04:43.145985Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy24
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96d09218-983c-4fd2-8ab9-aa20774187c0 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:44.639025Z

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 165c8bd4-30ce-460b-b4e2-37a3124c2fa5 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:44.365198Z

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 3b6f71db-95d1-49e5-9e86-1c708b75a125 · outbound

This paper cites The topological order of the graph is determined by time and world dynamics.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation The topological order of the graph is determined by time and world dynamics

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:44.089308Z

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 afe4b3b5-5f30-46f6-b85c-2d8ea1bffb13 · outbound

This paper cites These multi-view tasks emphasize the model’s ability to synthesize distinct viewpoints into a coherent three-dimensional representation of object arrangements.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation These multi-view tasks emphasize the model’s ability to synthesize distinct viewpoints into a coherent three-dimensional representation of object arrangements

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:42.690342Z

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 93f01c19-7bb6-40be-94fd-880cabfa4775 · outbound

This paper cites SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.200429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 515bd20e-6045-42d8-9c10-e33ef8999192 · outbound

This paper cites Why think step by step? Reasoning emerges from the locality of experience.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Why think step by step? Reasoning emerges from the locality of experience

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.379328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e34fa55c-165e-4d18-b51e-fd7d9700d18d · outbound

This paper cites Vision language models are blind: Failing to translate detailed visual features into words.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Vision language models are blind: Failing to translate detailed visual features into words

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.423858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeed72a1-4d00-48c2-8431-55b489ce3dc5 · outbound

This paper cites IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.457730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8098a857-5480-4c86-831a-40b6fb1c9afb · outbound

This paper cites Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.511154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42919ff-a75d-4e1c-bf9c-1db86f018aab · outbound

This paper cites CLEVRER: CoLlision Events for Video REpresentation and Reasoning.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation CLEVRER: CoLlision Events for Video REpresentation and Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.580685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ccfcbb2-0c3b-4b86-ac09-df84f94e9a8b · outbound

This paper cites VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.649660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2eb0d2c-2e7e-46ed-b259-451264b35f48 · outbound

This paper cites This task evaluates whether the model can accurately discern spatial relationships based on visual cues.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This task evaluates whether the model can accurately discern spatial relationships based on visual cues

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:43.479831Z

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 f3fab12a-a7f6-4d52-bcfc-09507104ee3b · outbound

This paper cites Thus testing the model’s understanding of spatial constraints.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Thus testing the model’s understanding of spatial constraints

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:43.162217Z

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 e601943c-4656-44f8-99b2-02a51961ab65 · outbound

This paper cites Thus testing the model’s understanding of object size.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Thus testing the model’s understanding of object size

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:42.943046Z

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 155d7142-72dd-44bc-8a7c-1ce312aabd2d · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:42.551464Z

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 47f848a7-016a-4c1b-9e7f-817bd4eb82cd · outbound

This paper cites Collectively, these tasks investigate the aptitude of a model to maintain consistent temporal representations, estimate durations, and infer the correct order of events.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Collectively, these tasks investigate the aptitude of a model to maintain consistent temporal representations, estimate durations, and infer the correct order of events

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:42.369495Z

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 2a7c8717-0104-4d8b-b9ce-b329c2b846e8 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:42.257805Z

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 e521baee-d6a4-4daa-b710-1e437ba9f704 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:42.135747Z

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 2d1df94b-2d08-4c4c-bc53-87f17ad2d684 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:42.036339Z

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 42c72287-8263-46a2-b8fb-3256ec1db670 · outbound

This paper cites This setup tests the model’s capacity to identify the moving action of objects.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup tests the model’s capacity to identify the moving action of objects

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.857927Z

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 e8c37cfd-8fe3-4aa4-a7dc-816b6751e3c5 · outbound

This paper cites This setup tests the model’s capacity to track position changes over time and estimate relative velocity.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup tests the model’s capacity to track position changes over time and estimate relative velocity

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.741165Z

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 958617c8-47ad-4c21-ae53-9e26396b54d7 · outbound

This paper cites This setup tests the model’s 20 capacity to track position changes over time and estimate relative moving direction.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup tests the model’s 20 capacity to track position changes over time and estimate relative moving direction

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.615188Z

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 6c57eddc-4f41-46e4-b015-a3257e87c33d · outbound

This paper cites Quantitative Perception.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Quantitative Perception

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.495654Z

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 8b0665ea-32c4-4eb6-b3a6-141e4b19dccb · outbound

This paper cites This setup evaluates the model capacity for discrete numerical estimation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity for discrete numerical estimation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.375521Z

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 74281348-1b85-4e0e-aee5-7c50ec805ee0 · outbound

This paper cites an unresolved cited work.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:22:41.268379Z

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 e73263ab-5223-4843-a247-4e8fe27ccb9e · outbound

This paper cites This setup probes counting skills, numerical reasoning, and perceptual comparisons in a visual context.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup probes counting skills, numerical reasoning, and perceptual comparisons in a visual context

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.156533Z

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 5f530ea3-642d-45e2-a267-7e1b50930ba5 · outbound

This paper cites This setup evaluates the model capacity in physical reasoning.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in physical reasoning

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:41.056090Z

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 4ffb2d8c-db14-4262-8d1a-663616202112 · outbound

This paper cites This setup evaluates the model capacity in predictive reasoning.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in predictive reasoning

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:40.842243Z

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 f77b19c7-0baa-4c21-93b7-78fb3eb07adc · outbound

This paper cites This setup evaluates the model capacity in predictive reasoning for robot manipulation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in predictive reasoning for robot manipulation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:40.672138Z

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 241f8ca8-00e2-4180-a1c0-d8ec06f2aceb · outbound

This paper cites This setup evaluates the model capacity in predictive reasoning for autonomous navigation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in predictive reasoning for autonomous navigation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:40.525701Z

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 0ee026b0-4639-4502-97dd-395333f84139 · outbound

This paper cites This setup evaluates the model capacity in multi-step predictive reasoning for robotic manipulation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in multi-step predictive reasoning for robotic manipulation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:40.350422Z

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 e656d49b-4ad5-447f-b6f2-a0f0e3964994 · outbound

This paper cites This task evaluates the model’s ability to perform compositional inferences about physical causality and object behavior.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This task evaluates the model’s ability to perform compositional inferences about physical causality and object behavior

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:40.162338Z

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 6de38852-8989-4b01-8495-8a41ab86f89d · outbound

This paper cites This setup evaluates the model capacity in concurrent action predictive reasoning for robotic manipulation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation This setup evaluates the model capacity in concurrent action predictive reasoning for robotic manipulation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:39.987746Z

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 dc74911f-a30f-40e4-8d70-b6e3e09c7389 · outbound

This paper cites yes” or “no.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation yes” or “no

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:39.809002Z

Source-reported events for the cited work

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Observation af3719b3-b7c1-466c-8f02-660250ebc0c0 · outbound

This paper cites John Wiley & Sons Hoboken, NJ.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation John Wiley & Sons Hoboken, NJ

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:23:03.324343Z

Source-reported events for the cited work

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Observation cab77872-0d73-4b5b-b584-3375f1655071 · outbound

This paper cites S(n) t to denote the whole relationship between n component states and complex states.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation S(n) t to denote the whole relationship between n component states and complex states

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:43.816986Z

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 399c084c-8c05-4a5e-b08e-811189840f70 · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation GAIA-1: A Generative World Model for Autonomous Driving

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.281149Z

Source-reported events for the cited work

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Observation ee900967-a049-4644-9de2-b0cda7747bd3 · outbound

This paper cites Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.339688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2ff74f-0605-4c25-919e-08b5cca1b525 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:36.559873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f3f7446-c88c-416c-a422-478b4e23c352 · outbound

This paper cites SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:22:39.582059Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 890028db-ee63-46c2-ab8e-277326e274e3 · outbound

This paper cites In Advances in Neural Information Processing Systems, volume 33, pages 10514–10525.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation In Advances in Neural Information Processing Systems, volume 33, pages 10514–10525

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:23:02.907075Z

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 6c279471-d033-4ad8-8d46-16a9da93dcc7 · outbound

This paper cites CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:36.996473Z

Source-reported events for the cited work

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Observation bc149e21-7257-48a7-ad3a-38db00cca78b · outbound

This paper cites Faith and Fate: Limits of Transformers on Compositionality.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation Faith and Fate: Limits of Transformers on Compositionality

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:36.904449Z

Source-reported events for the cited work

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Observation 802dd24f-d6f8-43b7-b55e-d9e7c290a502 · outbound

This paper cites How Far is Video Generation from World Model: A Physical Law Perspective.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation How Far is Video Generation from World Model: A Physical Law Perspective

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:37.307022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3392a115-99fe-46c2-9cc2-5a7dc56cf3e8 · outbound

This paper cites In The Thirteenth International Conference on Learning Representations.

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation In The Thirteenth International Conference on Learning Representations

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:22:44.942959Z

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 770e4f03-85ca-428b-9829-82fbbaaf69ce · inbound

Egocentric Bias in Vision-Language Models cites this paper.

Egocentric Bias in Vision-Language Models Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Reference 11

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Source-reported events for the cited work

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Observation 17d4b390-cd08-4e15-a2f8-2390ef800198 · inbound

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics cites this paper.

DynaVieW: Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Reference 31

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Source-reported events for the cited work

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Observation f6bf9e4e-5780-48d2-9252-45f48f43f995 · inbound

RetroHolmes: When Semantic Plausibility Fails Retrospective Physical Process Reasoning cites this paper.

RetroHolmes: When Semantic Plausibility Fails Retrospective Physical Process Reasoning Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T07:27:08.281893Z

Source-reported events for the cited work

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Observation d023fc94-0bd3-4f98-b89b-fe4b2cc8c1be · inbound

Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment cites this paper.

Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:16:36.966727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.