Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2502.20694.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:13.168622Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
1
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 8582178a-e30f-438b-b870-476496e7a2e8 · inbound
A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges WorldModelBench: Judging Video Generation Models As World Models
Reference 120
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4aa7632-9d6e-4c2a-b23b-c2fca0558398 · inbound
Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models WorldModelBench: Judging Video Generation Models As World Models
Reference 241
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec371c4f-3e6f-46de-9a56-ac530f040d3a · inbound
WorldPrediction: A Benchmark for High-level World Modeling and Long-horizon Procedural Planning WorldModelBench: Judging Video Generation Models As World Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bf2fd3b-c7b2-448f-b47f-37f961e3d7f8 · inbound
GigaVideo-1: Advancing Video Generation via Automatic Feedback with 4 GPU-Hours Fine-Tuning WorldModelBench: Judging Video Generation Models As World Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 944ebd82-9e66-4707-8ce6-2fd22fdaa43f · inbound
Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation WorldModelBench: Judging Video Generation Models As World Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8fcdfc0-7560-45a6-a002-a4381ebaf0ef · inbound
From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms WorldModelBench: Judging Video Generation Models As World Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 180cd06c-a8f6-4046-9153-797675ead372 · inbound
3D and 4D World Modeling: A Survey WorldModelBench: Judging Video Generation Models As World Models
Reference 127
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8e6deac-49eb-4d1a-a094-cbf60413a9e1 · inbound
SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios WorldModelBench: Judging Video Generation Models As World Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f984ec2a-c375-422a-8221-dcdd0497b531 · inbound
Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets? WorldModelBench: Judging Video Generation Models As World Models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5fbfc11a-8577-4dac-b456-89db9a77ee33 · inbound
MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models WorldModelBench: Judging Video Generation Models As World Models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f2fa1979-3533-4c06-813f-37997faec7ce · inbound
RISE: Self-Improving Robot Policy with Compositional World Model WorldModelBench: Judging Video Generation Models As World Models
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9f76df2b-a87f-4238-88b7-d178107b1223 · inbound
VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction WorldModelBench: Judging Video Generation Models As World Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6a3d8dea-f7d5-49e4-bf1d-06603dc1b8ae · inbound
PhysInOne: Visual Physics Learning and Reasoning in One Suite WorldModelBench: Judging Video Generation Models As World Models
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 91b6ec07-c89a-4453-9f80-c271bffcc1b3 · inbound
AnimationBench: Are Video Models Good at Character-Centric Animation? WorldModelBench: Judging Video Generation Models As World Models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd6991d7-6f43-4ee9-a745-a2fc4cdca1ec · inbound
Long-CODE: Isolating Pure Long-Context as an Orthogonal Dimension in Video Evaluation WorldModelBench: Judging Video Generation Models As World Models
Reference 17
Source-reported events for the cited work
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Observation d9e377e6-6e7a-4c6f-bbe2-8a3dc9d1ff5a · inbound
RoboWM-Bench: A Benchmark for Evaluating World Models in Robotic Manipulation WorldModelBench: Judging Video Generation Models As World Models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cc42b86b-98f3-42a4-aca8-11c749bf6256 · inbound
RoboWM-Bench: A Benchmark for Evaluating World Models in Robotic Manipulation WorldModelBench: Judging Video Generation Models As World Models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 63a8ccb8-5097-4789-9162-fcb781ae087a · inbound
Resilience Revisited: A Multidimensional Framework Derived from Realistic Attack Scenarios WorldModelBench: Judging Video Generation Models As World Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ae6dbb8-313b-4e3c-9330-d6bdd0a471cc · inbound
WorldMark: A Unified Benchmark Suite for Interactive Video World Models WorldModelBench: Judging Video Generation Models As World Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3ae507ab-e24f-49c2-8add-24080f5c5abe · inbound
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond WorldModelBench: Judging Video Generation Models As World Models
Reference 219
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dab241e7-2fa9-4c93-8ae2-a6f16b71d358 · inbound
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond WorldModelBench: Judging Video Generation Models As World Models
Reference 219
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 30fb5a22-d351-45e3-a7c6-59d06a82934d · inbound
From Priors to Perception: Grounding Video-LLMs in Physical Reality WorldModelBench: Judging Video Generation Models As World Models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e896341-996e-4c94-8a15-38b4b0eadf65 · inbound
PhyGround: Benchmarking Physical Reasoning in Generative World Models WorldModelBench: Judging Video Generation Models As World Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4aa04a14-9539-4b1f-9fac-64ed5dd5e4a4 · inbound
World Action Models: The Next Frontier in Embodied AI WorldModelBench: Judging Video Generation Models As World Models
Reference 215
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 02e6cecf-68b9-47c3-8d70-7924e4915721 · inbound
MechVerse: Evaluating Physical Motion Consistency in Video Generation Models WorldModelBench: Judging Video Generation Models As World Models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 53327191-e6a0-4e5f-a5e5-e2102c3889b8 · inbound
Quantitative Video World Model Evaluation for Geometric-Consistency WorldModelBench: Judging Video Generation Models As World Models
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8c926e6f-eb34-4b33-8fc2-42d6bb1be561 · inbound
WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform WorldModelBench: Judging Video Generation Models As World Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0a2e3f03-c26b-4e87-80a9-c43cf7e7d9fb · inbound
PhyWorld: Physics-Faithful World Model for Video Generation WorldModelBench: Judging Video Generation Models As World Models
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 35a0b7b1-2348-464e-b327-9cf54364d8d8 · inbound
CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models WorldModelBench: Judging Video Generation Models As World Models
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9127c349-21bc-4059-982c-1d8b97a8cf0c · inbound
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation WorldModelBench: Judging Video Generation Models As World Models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c95dfd25-f6ac-4c47-9198-e9458392e99a · inbound
What-If World: A Causal Benchmark for General World Models in Embodied Scenarios WorldModelBench: Judging Video Generation Models As World Models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9a0bc89e-26c2-408d-9117-8fa3e34ac366 · inbound
MiraBench: Evaluating Action-Conditioned Reliability in Robotic World Models WorldModelBench: Judging Video Generation Models As World Models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 451d3f56-0ced-48eb-8247-7a1b1d1a4be6 · inbound
YoCausal: How Far is Video Generation from World Model? A Causality Perspective WorldModelBench: Judging Video Generation Models As World Models
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c780c3ee-e856-491d-a579-0b1aa5b91ff0 · inbound
TunerDiT: Training-free Progressive Steering of Diffusion Transformer for Multi-Event Video Generation WorldModelBench: Judging Video Generation Models As World Models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f44f30f0-6df2-4f83-84e5-e77ae03ffc8e · inbound
WorldOlympiad: Can Your World Model Survive a Triathlon? WorldModelBench: Judging Video Generation Models As World Models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc24aeb3-2d20-42f8-9228-9b43e5e12069 · inbound
How Should World Models Be Evaluated for Embodied Decision-Making? A Decision-Making-Centric Position WorldModelBench: Judging Video Generation Models As World Models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 86edc60e-bfc1-4259-973b-cbb13cde279d · inbound
Kairos: A Regret-Aware Native World-Action Model Stack for Physical AI WorldModelBench: Judging Video Generation Models As World Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 39c96cea-fe11-4a8e-946b-165f66900da8 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e280b051-db88-4482-a7b9-f479689d6a67 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7769b96f-e95f-4d12-8b6a-31fedef86c3b · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1a292d52-144d-4227-ad0a-d7f5d4898e45 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ac590338-dd26-48de-950f-b77bc3764f87 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3c04ef2-6f85-442c-bd41-4993b6e5f7ee · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments WorldModelBench: Judging Video Generation Models As World Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c65f3b3-eb29-4b51-bf2e-c7b678035797 · inbound
Multiplayer Interactive World Models with Representation Autoencoders WorldModelBench: Judging Video Generation Models As World Models
Reference 238
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b88ae91d-3240-417a-a958-e673aa7b4119 · inbound
Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models WorldModelBench: Judging Video Generation Models As World Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0bc6cb8-a501-4aaa-bb8d-15a45c7b1f63 · inbound
A Definition and Roadmap for World Models WorldModelBench: Judging Video Generation Models As World Models
Reference 230
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0f69b0c6-e031-41be-8e29-724e892e24aa · inbound
From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence WorldModelBench: Judging Video Generation Models As World Models
Reference 140
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8942e1-fa94-4c4b-9788-3102b0d33df9 · inbound
Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence WorldModelBench: Judging Video Generation Models As World Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d2930ed-a30b-4226-b47d-140d99947d5f · inbound
Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests WorldModelBench: Judging Video Generation Models As World Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f37a8bb2-5faa-49a9-824b-b4f0e931d151 · inbound
Quo Vadis, World Modeling? WorldModelBench: Judging Video Generation Models As World Models
Reference 91
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 156b59e2-2784-42b2-a309-02c81c1a42c8 · inbound
Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains WorldModelBench: Judging Video Generation Models As World Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.