Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2502.12054.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:14:56.170429Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T20:47:22.873293Z
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 e334986c-2ad5-4c0b-b2e9-bd3c3f83957c · inbound
PhyX: Does Your Model Have the "Wits" for Physical Reasoning? cites this paper.
PhyX: Does Your Model Have the "Wits" for Physical Reasoning? PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:14:56.170429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c35bf45-4fb4-40b1-8e39-8b6d0e7510ea · inbound
Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT cites this paper.
Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:36:21.317514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa447c21-1001-482c-9c3f-e2f2bc2942c1 · inbound
PhySense: Principle-Based Physics Reasoning Benchmarking for Large Language Models cites this paper.
PhySense: Principle-Based Physics Reasoning Benchmarking for Large Language Models PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:22:25.112064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a87fac1e-3f67-48c8-a14a-656b175f4bb8 · inbound
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges cites this paper.
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 113
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:13:06.351326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bdd84ed-e877-411b-8dbc-b2594e784c14 · inbound
GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines cites this paper.
GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T00:41:56.019007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fbe8dff0-56c1-45db-af2b-2ac1727ed67c · inbound
Mitigating Easy Option Bias in Multiple-Choice Question Answering cites this paper.
Mitigating Easy Option Bias in Multiple-Choice Question Answering PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T19:05:38.102503Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4a5fb9a-70c2-4963-a07d-89d24b169225 · inbound
CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics cites this paper.
CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T15:06:32.151496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c3711c26-9be8-42ef-a999-9fcf76a2896a · inbound
Agentic Exploration of Physics Models cites this paper.
Agentic Exploration of Physics Models PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:51:31.610045Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2de830a1-1420-4e5c-807f-b3a24c0bb779 · inbound
SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy cites this paper.
SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:36:06.714065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fba78e6-9132-47c7-9285-cb5391719640 · inbound
Fine-Tuning Small Reasoning Models for Quantum Field Theory cites this paper.
Fine-Tuning Small Reasoning Models for Quantum Field Theory PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:31:05.593942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5d65f9a1-2ccf-4bb2-8ab0-1cb1ad7925a4 · 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 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:56:26.516992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 124108ea-0e6c-46bb-b27d-90f1de091c48 · 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 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T15:57:06.658133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3ee16ee4-6431-4b0d-b03d-19f5a2033c6d · 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 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:47:22.874767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.