Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
As of 31 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2504.16074.
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 2026-07-31T06:34:12.847434+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-15T13:27:51.848177Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation e0b744c6-cc25-48c7-86ca-448723632ff8 · inbound
Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark cites this paper.
Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T11:52:35.306254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation cbac3c2e-1c69-46f2-8286-5d56524584fb · inbound
LLaDA2.0: Scaling Up Diffusion Language Models to 100B cites this paper.
LLaDA2.0: Scaling Up Diffusion Language Models to 100B PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T18:53:21.116805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation d603fdcf-2b82-42da-b44d-d8cc4cf1ac57 · inbound
Ministral 3 cites this paper.
Ministral 3 PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:12:24.750113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation b7c46987-ace9-4a1a-9360-c9abda75a829 · inbound
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse cites this paper.
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:47:37.220461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation d9d0573e-e1ac-475f-a076-319faa5b08f4 · inbound
OmniFysics: Towards Physical Intelligence Evolution via Omni-Modal Signal Processing and Network Optimization cites this paper.
OmniFysics: Towards Physical Intelligence Evolution via Omni-Modal Signal Processing and Network Optimization PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T07:10:43.156734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation af40aa66-2d6c-4ea5-aac5-f4df7fab6785 · inbound
Vision Language Models Cannot Reason About Physical Transformation cites this paper.
Vision Language Models Cannot Reason About Physical Transformation PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T13:27:51.848177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 969d8e6d-5cbb-49a2-a9a8-34101c6babf9 · inbound
Seed1.8 Model Card: Towards Generalized Real-World Agency cites this paper.
Seed1.8 Model Card: Towards Generalized Real-World Agency PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:45:14.405531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation c20b9fcf-9eaf-4c23-ac30-c378aaf4a9db · inbound
PolyReal: A Benchmark for Real-World Polymer Science Workflows cites this paper.
PolyReal: A Benchmark for Real-World Polymer Science Workflows PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T19:58:12.284099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation aaaff15b-3695-4c8d-a275-dc55b59c8288 · inbound
PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research cites this paper.
PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:20:11.381486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation f727223d-5410-41c5-ab9f-d9748d93aea9 · inbound
PhysCodeBench: Benchmarking Physics-Aware Symbolic Simulation of 3D Scenes via Self-Corrective Multi-Agent Refinement cites this paper.
PhysCodeBench: Benchmarking Physics-Aware Symbolic Simulation of 3D Scenes via Self-Corrective Multi-Agent Refinement PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T21:16:13.110357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 79a6c43f-2664-4ec9-b725-153a6c4c7309 · inbound
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model cites this paper.
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:56:26.628602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 5d636051-6d1a-4be7-abd3-9f50fa66a361 · inbound
Heterogeneous Scientific Foundation Model Collaboration cites this paper.
Heterogeneous Scientific Foundation Model Collaboration PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T04:30:10.962510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation c55c8f39-8847-494f-ac22-95dec3f160dd · inbound
PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation cites this paper.
PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver Generation PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:31:26.675661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 668e0963-bcde-40db-8433-fc7ccdcea260 · inbound
MPMWorlds: Material-Point-Method Simulations for Inferring and Extrapolating Physical Dynamics cites this paper.
MPMWorlds: Material-Point-Method Simulations for Inferring and Extrapolating Physical Dynamics PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T01:16:24.687383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 22bbed5b-1b7d-4d4c-87bf-c95da090f955 · inbound
ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? cites this paper.
ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors? PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:27:22.619660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 188ce006-ec3f-4cf6-8db8-cef93e7c21fe · inbound
Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems cites this paper.
Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:47:22.878722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 323ff441-fde6-4d5e-95e1-41ece48248e6 · inbound
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity cites this paper.
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 88
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T19:07:17.387781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 2bb6da02-4f4e-4cd2-bfe9-f1a20a654948 · inbound
Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds cites this paper.
Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T19:27:18.703824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 1d9d6a85-fc24-471f-84df-0d55338e06e6 · inbound
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging cites this paper.
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T09:17:00.467000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.