Paper Citation Record · LEDGER

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 21 inbound Pith citation observations for arXiv:2505.15929.

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

pith.paper-citation-record.v1
2505.15929 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:14:57.037860Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:28:12.530736Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy12
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b78bea23-a898-495a-a75a-02d8275f9a06 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.172403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e439b333-c5b5-47e5-949c-6a3e219cbc35 · outbound

This paper cites Learning to reason with llms, 2024.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Learning to reason with llms, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.227633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 342e293d-ee0d-400a-a6b4-b4fb22d5bfad · outbound

This paper cites Gemini 2.5: Our most intelligent ai model, 2025.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Gemini 2.5: Our most intelligent ai model, 2025

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:15:01.088109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d84655b-da3d-4951-ab26-7b3b63fefe14 · outbound

This paper cites American invitational mathematics examination - aime.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? American invitational mathematics examination - aime

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:15:00.777714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c423dbb0-026c-4380-a740-a45068e7d3a1 · outbound

This paper cites Gpqa: A graduate-level google-proof q&a benchmark.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Gpqa: A graduate-level google-proof q&a benchmark

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.550019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5a286c-63f5-4d83-80b9-b4fd5e146d0f · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Measuring Mathematical Problem Solving With the MATH Dataset

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.682355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59fca484-3380-4201-ba96-2e74633c2571 · outbound

This paper cites Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.785407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fca1732-8627-4f21-b35c-00e169bd1008 · outbound

This paper cites GPT-4o System Card.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? GPT-4o System Card

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:53.892671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c39363-4f9f-4016-be48-fb11d45197a3 · outbound

This paper cites Claude 3.7 sonnet and claude code.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Claude 3.7 sonnet and claude code

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:15:00.496769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 196d1414-60e3-41d3-b848-b65565fa48e4 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.108112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9810b2fb-2944-49ea-9569-36016ac74b9e · outbound

This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Measuring multimodal mathematical reasoning with math-vision dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.208859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491d8f14-3f91-447c-9efc-cdea6ad77611 · outbound

This paper cites Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.301594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3fbdee-2739-43d7-923d-d88dd32a368e · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.398188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e72e41a-3861-42b4-b98c-1fab90fbf033 · outbound

This paper cites PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.491719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2102773-696d-4bef-a826-ea06e5e147db · outbound

This paper cites UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.586721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8db1e2d3-3e8a-43f8-ae89-ae5b70f04e1b · outbound

This paper cites Introducing openai o3 and o4-mini.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Introducing openai o3 and o4-mini

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.682206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38577cbc-db51-4260-b7d6-3b10140ddb79 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? LLaVA-OneVision: Easy Visual Task Transfer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.764926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa76702-21c1-4f01-8b2a-ed31e90f6b6f · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:54.840336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcbea2c-0144-46ec-ab4e-6e7abe88e44d · outbound

This paper cites Introducing claude 3.5 sonnet.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Introducing claude 3.5 sonnet

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:15:00.268501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a56434c2-40d3-4019-b3b9-082b72123f3d · outbound

This paper cites Claude 3.5 haiku.https://www.anthropic.com/claude/haiku, 2024.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Claude 3.5 haiku.https://www.anthropic.com/claude/haiku, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:15:00.055321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ab6f159-b65f-4550-b531-c09f3494b5ba · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.105060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c368113-baa1-4de6-878a-5589374f730c · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Yi: Open Foundation Models by 01.AI

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.183191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82ef62c-4407-4bd9-83b1-85d85be5d61e · outbound

This paper cites Openai o3-mini: Pushing the frontier of cost-effective reasoning.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Openai o3-mini: Pushing the frontier of cost-effective reasoning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:59.733039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28f1fee8-e79c-4a71-ad8f-cda74c241df1 · outbound

This paper cites Deepseek-v3 technical report, 2025.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Deepseek-v3 technical report, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.372041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9526ef2-9bd6-4d9e-82b5-dec58b7863f2 · outbound

This paper cites Qwen3 Technical Report.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Qwen3 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.448093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417d3b3c-a457-405a-bf78-67bbd79914f2 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Chain-of-thought prompting elicits reasoning in large language models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.535619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56227b98-185a-4490-8e32-cfb6d7c01eec · outbound

This paper cites Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.607028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c24429-4c24-433d-add5-23193643f2a3 · outbound

This paper cites Measuring massive multitask language understanding.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Measuring massive multitask language understanding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.680430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 353c7c39-5d72-4f08-98e5-e3a3f709d3e1 · outbound

This paper cites Scieval: A multi-level large language model evaluation benchmark for scientific research.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Scieval: A multi-level large language model evaluation benchmark for scientific research

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.745978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6453fee3-6666-4f2f-8ea4-f1d52092ede6 · outbound

This paper cites Program Synthesis with Large Language Models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Program Synthesis with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.833719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ebe90c6-13d5-445d-91ac-aa35e7760cdb · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Instruction-Following Evaluation for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:55.925173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9242a5f-d9ed-4640-8c12-b6d50d3c38a5 · outbound

This paper cites Scibench: Evaluating college-level scientific problem-solving abilities of large language models.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Scibench: Evaluating college-level scientific problem-solving abilities of large language models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:56.021214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7317400-2081-4cbc-bda6-10299aed3255 · outbound

This paper cites Olympicarena: Benchmarking multi-discipline cognitive reasoning for superintelligent ai.Advances in Neural Information Processing Systems, 37:19209–19253, 2024.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Olympicarena: Benchmarking multi-discipline cognitive reasoning for superintelligent ai.Advances in Neural Information Processing Systems, 37:19209–19253, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:56.095293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e334986c-2ad5-4c0b-b2e9-bd3c3f83957c · outbound

This paper cites PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning.

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 3269c397-9cf3-456c-a0c7-69b46502952b · outbound

This paper cites Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:14:56.253584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b07447b3-6197-4901-bc8b-50fb7e15361b · outbound

This paper cites Translating the scenario into a physics framework.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Translating the scenario into a physics framework

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:59.306780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d86d93c-7f94-4d2b-b685-885d2d5aaba8 · outbound

This paper cites an unresolved cited work.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:14:59.037284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 700c6948-1d2e-4f32-8f2e-c6c96ea36ea8 · outbound

This paper cites an unresolved cited work.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:14:58.719696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22a7c545-a912-4e4b-8d14-7de2607fe1d2 · outbound

This paper cites starts from rest.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? starts from rest

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:58.616582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 873f9bb7-fbae-492d-b335-ef490f7e1590 · outbound

This paper cites Do not select this for basic algebra or substitutions.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Do *not* select this for basic algebra or substitutions

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:58.329141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 17940a5e-f2b7-40cf-bbf3-2a8ca1160b00 · outbound

This paper cites Figure 20: Prompt for reasoning type labeling (1).

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Figure 20: Prompt for reasoning type labeling (1)

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:58.071820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55cec69b-375b-461f-ba78-cfb094c52015 · outbound

This paper cites an unresolved cited work.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:14:57.892808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e804b8c7-643e-4645-8e79-5b7957e8cb64 · outbound

This paper cites an unresolved cited work.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:14:57.792543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94aeca16-0916-46da-aed1-665ba809d7c0 · outbound

This paper cites most critical.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? most critical

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:57.659245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be59038e-6429-4eb0-8404-23f0b87792d2 · outbound

This paper cites Reasoning Type A.

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Reasoning Type A

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:14:57.557568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation fdc52470-24ca-4de1-b926-102f689a3f5a · inbound

Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS cites this paper.

Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:28:12.530736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 741a7c8f-3484-478d-aea1-29d25bd15b1c · inbound

Skywork-R1V3 Technical Report cites this paper.

Skywork-R1V3 Technical Report PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:04.701180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ba5e24-d32c-4567-b23a-686da8c70b63 · inbound

DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning cites this paper.

DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:34.265510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac48a2a-0bd2-4f68-a25c-596d10439f3b · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 154

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:39.420528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 868c8a6e-4262-4fed-ab85-efd457621413 · inbound

Inferring Dynamic Physical Properties from Video Foundation Models cites this paper.

Inferring Dynamic Physical Properties from Video Foundation Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T10:11:14.096550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38ad7694-9219-4ab2-8b59-c56bba7f63b0 · inbound

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction cites this paper.

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:11:27.505440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8d11a44-413c-47ea-a30f-3cebca5b4d17 · inbound

Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding cites this paper.

Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:15:21.101689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 035ed2b4-6d55-4ed0-b8b0-63c4421b7e94 · inbound

PolyReal: A Benchmark for Real-World Polymer Science Workflows cites this paper.

PolyReal: A Benchmark for Real-World Polymer Science Workflows PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T19:58:12.232094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68833faa-6deb-4709-82af-4218bd393979 · inbound

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning cites this paper.

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-13T16:52:59.446548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9dd3a8c7-b484-43e6-8630-cdb80d5a7dad · inbound

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning cites this paper.

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T12:10:53.720348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33051bc-114d-448f-ad79-29b080411f5c · inbound

PhysInOne: Visual Physics Learning and Reasoning in One Suite cites this paper.

PhysInOne: Visual Physics Learning and Reasoning in One Suite PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:25:59.545068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90055d17-19b7-48e2-b39b-79839f2d40ff · inbound

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 103

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:25:59.180465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 740148db-d5d4-41b3-a21c-1f7bbcf42dc2 · inbound

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 116

Resolution: unresolved; no resolver link, observed 2026-07-12T22:48:45.647588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4cf8a9-f287-4295-af72-d4a28ac01331 · inbound

Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models cites this paper.

Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:00:04.035739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b18e02c-a0e2-474c-82c5-d639379b8bda · inbound

SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning cites this paper.

SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:36:26.039156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0814e9b9-b137-4bbf-8273-b7ae11975067 · inbound

SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning cites this paper.

SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:47:33.358872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0c2c97b-38a1-495c-8aac-8b4e8d8b2e6a · 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 PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 95

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T19:07:17.464956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 123eda83-65c0-461a-8984-15adb5478dbe · inbound

Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence cites this paper.

Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:27.212233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d9e5ae1-5605-4136-90cc-9166c81369af · inbound

Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation cites this paper.

Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T20:16:17.037719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce460896-e6f5-4cb4-a343-8b5b2fdb2344 · inbound

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning cites this paper.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.156753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8d2294-ff27-4414-8eeb-3f337f4b4874 · inbound

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models cites this paper.

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T05:01:28.195478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.