Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Pandora: Towards General World Model with Natural Language Actions and Video States
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2406.09455.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:18:56.680232Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 7b483306-7af6-44f5-835e-ba7551ce0d30 · inbound
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation cites this paper.
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T14:40:00.063661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ac7c7f15-6ba9-4836-876a-f8447df4dc6a · inbound
ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration cites this paper.
ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:09:30.725901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 962a5730-d94d-4734-b57e-f9a2ef31787c · inbound
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control cites this paper.
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:20:39.157769Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ae0471-6766-4f30-8f08-346828480152 · inbound
Video Creation by Demonstration cites this paper.
Video Creation by Demonstration Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T17:01:13.472343Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65c3c2cd-1dbf-4b97-94fb-5428114a0bf2 · inbound
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control cites this paper.
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T15:16:34.237524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e469ceb0-d007-4643-a473-d1aa05a2bf22 · inbound
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation cites this paper.
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:15:28.621415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e89fd193-ef81-40be-b17c-8a990536d23d · inbound
Generative Physical AI in Vision: A Survey cites this paper.
Generative Physical AI in Vision: A Survey Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:53:00.214745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c665601-ce46-486f-9273-81868a7e3fc5 · inbound
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds cites this paper.
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T17:46:20.681746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f3bfb9b-99d0-41a7-87be-8553a1dfd701 · inbound
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile cites this paper.
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T16:36:00.802081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa2a7b8e-940e-45cc-baf2-8041ae8be735 · inbound
Pre-Trained Video Generative Models as World Simulators cites this paper.
Pre-Trained Video Generative Models as World Simulators Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:14:22.461361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88bb9576-8025-4cc8-8808-b03d213121ff · inbound
Learning Human Skill Generators at Key-Step Levels cites this paper.
Learning Human Skill Generators at Key-Step Levels Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T05:57:41.781154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c194906c-96b7-4713-9ed1-6e47904fefc2 · inbound
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots cites this paper.
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 94
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T19:09:10.265640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2d112257-7b6d-421d-bd9b-fcdd312a87bf · inbound
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models cites this paper.
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T05:21:45.108596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 051bb79c-3145-466d-9f05-74b5f290a688 · inbound
TesserAct: Learning 4D Embodied World Models cites this paper.
TesserAct: Learning 4D Embodied World Models Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:18:56.680232Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f600ac19-310d-4a8d-91e9-1764e7b36504 · inbound
DreamGen: Unlocking Generalization in Robot Learning through Video World Models cites this paper.
DreamGen: Unlocking Generalization in Robot Learning through Video World Models Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T23:50:45.460888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aa128de2-289c-4198-b136-a9ef32aed6f5 · inbound
Long-Context State-Space Video World Models cites this paper.
Long-Context State-Space Video World Models Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:03:20.983153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d8f8947-9a23-4074-b1da-51f6f9ec0ed5 · inbound
Humanoid World Models: Open World Foundation Models for Humanoid Robotics cites this paper.
Humanoid World Models: Open World Foundation Models for Humanoid Robotics Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:54:57.224662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 006165f0-d22d-45b4-9a01-8dac9f634583 · inbound
Playing with Transformer at 30+ FPS via Next-Frame Diffusion cites this paper.
Playing with Transformer at 30+ FPS via Next-Frame Diffusion Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:49:46.038383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30381dfa-6f88-438b-a9c9-990b24562a6d · inbound
AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation cites this paper.
AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:12:11.222249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60273e96-5b3e-4da7-828d-9f31b51ea010 · inbound
GenWorld: Towards Detecting AI-generated Real-world Simulation Videos cites this paper.
GenWorld: Towards Detecting AI-generated Real-world Simulation Videos Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:17:42.142859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2ea184f-9fb1-47ce-acc3-932979fa0630 · inbound
Critique of World Model cites this paper.
Critique of World Model Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:42:29.513911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f869406-415f-4155-8be8-86ee51d25e18 · inbound
LoViC: Efficient Long Video Generation with Context Compression cites this paper.
LoViC: Efficient Long Video Generation with Context Compression Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:39:31.052113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e9ea034-141b-4fae-b633-048ad3b28608 · inbound
A Comprehensive Survey on World Models for Embodied AI cites this paper.
A Comprehensive Survey on World Models for Embodied AI Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:12:34.281520Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7c7548a-17f3-4625-8171-e0cbe8e6c40f · inbound
Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments cites this paper.
Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T13:00:58.740840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9bd75a8-056a-4afe-bad0-3243c18aed35 · inbound
LMGenDrive: Bridging Multimodal Understanding and Generative World Modeling for End-to-End Driving cites this paper.
LMGenDrive: Bridging Multimodal Understanding and Generative World Modeling for End-to-End Driving Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:31:01.454675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bda590f2-972f-4224-b960-a33d2f94520a · inbound
Morphology-Conditioned World Model for Cross-Embodiment Quadrupedal Locomotion cites this paper.
Morphology-Conditioned World Model for Cross-Embodiment Quadrupedal Locomotion Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 75
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:56:00.561554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e01e77da-1565-4b3f-89a4-3dbf4fe1880f · inbound
Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos cites this paper.
Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:56:47.993797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bd994373-324a-457d-8a02-bf89f463e4f2 · inbound
World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications cites this paper.
World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 160
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T08:43:15.751187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6268af23-1f16-4249-a337-033a2254492b · inbound
Prisma-World: Camera-Controllable Multi-Agent Video World Model cites this paper.
Prisma-World: Camera-Controllable Multi-Agent Video World Model Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T00:47:30.102790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0bf279b0-7089-41dd-8278-63928015cc60 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 194
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T09:50:48.447799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 592752e2-d17f-48dd-bc61-630bf4b21c0d · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T18:25:57.746377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d20b2251-decf-466b-93cb-62ab8e0a399e · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T09:35:40.537892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 63d460f8-e025-49a5-925e-e4e687e77656 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T20:57:22.760797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 36d2f968-cd7c-48d6-8a36-5eb4e6f878dc · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T22:49:00.909463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e36dc4ec-1d82-4f27-a091-eea60eaeba19 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T17:14:19.770867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01f82b13-7992-4054-81e9-1d0d2724eff5 · inbound
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments cites this paper.
MemoBench: Benchmarking World Modeling in Dynamically Changing Environments Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T10:00:15.354616Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20c70fbb-8ee1-4330-a850-76be7e7c1230 · inbound
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation cites this paper.
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T02:04:26.172719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2faa3f44-bfad-4327-a583-c1c72affc29e · inbound
From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence cites this paper.
From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 184
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T03:51:24.547781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62a1fd9c-bbcc-4b8a-a679-944154b2e172 · inbound
GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch cites this paper.
GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:16:53.090709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcc5c7dc-6a63-45cd-8375-049ad20cf3b3 · inbound
From Pixels to States: Rethinking Interactive World Models as Game Engines cites this paper.
From Pixels to States: Rethinking Interactive World Models as Game Engines Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T02:52:19.089018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db262d06-6a05-4ef1-9b3c-8bbbe87643c3 · inbound
GS-Agent: Creating 4D Physical Worlds With Generative Simulation cites this paper.
GS-Agent: Creating 4D Physical Worlds With Generative Simulation Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:14:42.526248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27aa3071-d292-480a-8d4c-316f1400487c · inbound
PhiZero: A World Model Built Around Physical Language cites this paper.
PhiZero: A World Model Built Around Physical Language Pandora: Towards General World Model with Natural Language Actions and Video States
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T01:50:30.693619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.