Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning | Paper Citation Record

Observation 321e6055-520a-4719-b34d-b2d6c97c782f · outbound

This paper cites SPHINX: A synthetic environment for visual perception and reasoning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning SPHINX: A synthetic environment for visual perception and reasoning

Reference 1

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Observation 3666ff3d-ed4c-4ab9-9e4c-ec44845280b3 · outbound

This paper cites Qwen2.5-VL Technical Report.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.029634Z

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Observation a17f5b4a-f1e3-436d-a374-4a8f01d3145e · outbound

This paper cites Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Reference 3

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Observation e831cd8b-5f64-4316-b892-d91a736961aa · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.325941Z

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Observation a1fb70ef-eedd-4af2-8739-c04ccc6f6bc8 · outbound

This paper cites PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.484880Z

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Observation e6451f18-8527-4441-b907-6fd29eee97aa · outbound

This paper cites EmbSpatial-Bench: Benchmarking spatial understanding for embodied tasks with large vision-language models.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning EmbSpatial-Bench: Benchmarking spatial understanding for embodied tasks with large vision-language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.649103Z

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Observation 53ec7949-035d-412e-a5af-11461813dd8d · outbound

This paper cites VLMEvalKit: An open-source toolkit for evaluating large multi-modality models.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning VLMEvalKit: An open-source toolkit for evaluating large multi-modality models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.815879Z

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Observation 59bf5ae8-c8e4-4525-b8fe-c177fce0c22b · outbound

This paper cites VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:22.950972Z

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Observation fb24cba7-7b31-4c49-be5a-c6f5f1953e27 · outbound

This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.095760Z

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Observation 2b0ad36e-671a-4e8c-94dd-4bb7fa6bfe25 · outbound

This paper cites Embodied reasoning question answer (ERQA) benchmark.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Embodied reasoning question answer (ERQA) benchmark

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.230236Z

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Observation 4f3530d0-3950-4c78-b670-57dbc90f4ffa · outbound

This paper cites Composition-grounded data synthesis for visual reasoning.arXiv preprint arXiv:2510.15040, 2025.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Composition-grounded data synthesis for visual reasoning.arXiv preprint arXiv:2510.15040, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.292929Z

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Observation 141e940d-58ea-443e-9c67-19dc1834071c · outbound

This paper cites OpenThoughts: Data Recipes for Reasoning Models.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning OpenThoughts: Data Recipes for Reasoning Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.423108Z

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Observation e7c1496b-f6de-44b3-b118-cf92ad9e5402 · outbound

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

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.573664Z

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Observation 652dcc87-3c1a-4d41-9f59-0eb9898f3885 · outbound

This paper cites EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.720752Z

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Observation 886d6178-534d-45c1-b65b-a4dc27699917 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:23.867456Z

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Observation 6c6f66fd-0791-48b4-9449-dc25c1be387a · outbound

This paper cites Hudson and Christopher D.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Hudson and Christopher D

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.011421Z

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Observation 041995dd-775a-4187-87a0-be5a228ff0d4 · outbound

This paper cites Derpanis, Babak Taati, and Radek Grzeszczuk.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Derpanis, Babak Taati, and Radek Grzeszczuk

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.170473Z

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Observation eace3887-7081-4ef5-a5fc-32b87bd679a1 · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Lawrence Zitnick, and Ross Girshick

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.349175Z

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Observation b36120e9-967c-433a-929e-a93860990c36 · outbound

This paper cites TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.468658Z

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Observation 2cfc6284-3a9c-4a69-a9b6-5fefab123e99 · outbound

This paper cites Truth in the few: High-value data selection for efficient multi-modal reasoning.arXiv preprint arXiv:2506.04755, 2025.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Truth in the few: High-value data selection for efficient multi-modal reasoning.arXiv preprint arXiv:2506.04755, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.553141Z

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Observation 5caa1d1d-90d8-4143-9426-0394621fd17e · outbound

This paper cites MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.668308Z

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Observation 28ff2ef6-090e-4df5-a6e5-eb57c1e34c4f · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.777511Z

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Observation 72515d47-5a7a-45cf-b024-d808d159876e · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.880118Z

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Observation f9bbe934-2199-4c20-8eeb-c1dfb9c468a3 · outbound

This paper cites ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:24.977601Z

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Observation a3b1d93c-aa97-4eb6-8738-e3ab016b5caf · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.109733Z

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Observation 9b477d87-304a-4a48-8f9c-a964a55d4d88 · outbound

This paper cites Teaching CLIP to Count to Ten.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Teaching CLIP to Count to Ten

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.245565Z

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Observation b647749a-606c-4e14-a3e8-a0d72cfbb42b · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.396712Z

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Observation 152ab05e-95eb-448d-8668-e4b5eabd59fd · outbound

This paper cites We-Math: Does your large multimodal model achieve human-like mathematical reasoning? InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 2025.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning We-Math: Does your large multimodal model achieve human-like mathematical reasoning? InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.546114Z

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Observation 4402b3df-71fb-4359-b210-37b5950e1c81 · outbound

This paper cites Vero: An Open RL Recipe for General Visual Reasoning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Vero: An Open RL Recipe for General Visual Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.740386Z

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Observation 50a88d76-1de5-4863-adf5-8d7dbea322b6 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:25.891265Z

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Observation 0e3ba484-1ff3-47ad-bb33-69b4695fd3bd · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.024291Z

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

This paper cites PhyX: Does Your Model Have the "Wits" for Physical Reasoning?.

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

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Observation ca6f6a0e-2630-43d9-9ccf-325d95d6ef81 · outbound

This paper cites VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.293957Z

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Observation 7606f5b9-7f60-4e0d-9fcd-5addc7a25a30 · outbound

This paper cites Reasoning Gym: Reasoning environments for reinforcement learning with verifiable rewards.arXiv preprint arXiv:2505.24760, 2025.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Reasoning Gym: Reasoning environments for reinforcement learning with verifiable rewards.arXiv preprint arXiv:2505.24760, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.427098Z

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Observation e6520cc1-8980-4761-8baa-842a387896f9 · outbound

This paper cites DeepVision-103K: A visually diverse, broad-coverage, and verifiable mathematical dataset for multimodal reasoning.arXiv preprint arXiv:2602.16742, 2026.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning DeepVision-103K: A visually diverse, broad-coverage, and verifiable mathematical dataset for multimodal reasoning.arXiv preprint arXiv:2602.16742, 2026

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.560618Z

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Observation ec01bcf0-49c8-4923-bc8d-2df490edd88c · outbound

This paper cites CountQA: How Well Do MLLMs Count in the Wild?.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning CountQA: How Well Do MLLMs Count in the Wild?

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.652739Z

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Observation 4fbe2944-d714-4d0a-98aa-fc9554dcc30e · outbound

This paper cites Reason-RFT: Reinforcement fine-tuning for visual reasoning of vision language models.arXiv preprint arXiv:2503.20752, 2025.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Reason-RFT: Reinforcement fine-tuning for visual reasoning of vision language models.arXiv preprint arXiv:2503.20752, 2025

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.744210Z

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Observation e8d32674-ab7e-4ba7-b209-dad1ac92859d · outbound

This paper cites Game-RL: Synthesizing multimodal verifiable game data to boost VLMs’ general reasoning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Game-RL: Synthesizing multimodal verifiable game data to boost VLMs’ general reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.848187Z

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Observation 6d92f285-1413-4787-a8e2-f3df1ee96136 · outbound

This paper cites Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.046319Z

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Observation 45a41f2a-3ca6-48b4-a9d4-0aecbea4f3c1 · outbound

This paper cites Traceable evidence enhanced visual grounded reasoning: Evaluation and methodology.arXiv preprint arXiv:2507.07999, 2026.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Traceable evidence enhanced visual grounded reasoning: Evaluation and methodology.arXiv preprint arXiv:2507.07999, 2026

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.159658Z

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Observation fb550949-b86a-4754-b52e-ddb6301c20ae · outbound

This paper cites Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.252449Z

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Observation 8986824e-c1f5-4f54-80b3-eae977c27c63 · outbound

This paper cites SpatialViz-Bench: A cognitively-grounded benchmark for diagnosing spatial visualization in MLLMs.arXiv preprint arXiv:2507.07610, 2026.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning SpatialViz-Bench: A cognitively-grounded benchmark for diagnosing spatial visualization in MLLMs.arXiv preprint arXiv:2507.07610, 2026

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.327542Z

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Observation 5d28c6f6-f5b3-443a-99e4-67578dd105ef · outbound

This paper cites ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.425487Z

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Observation bf766f73-9c7e-47ba-8f1b-5d285e2986d9 · outbound

This paper cites SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.535628Z

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Observation 9442670b-fe8a-4e9a-af9b-e7838616f903 · outbound

This paper cites Blaschko.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Blaschko

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.697096Z

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Observation b4bccc1e-36c1-44a6-a9ab-e0d217c2e645 · outbound

This paper cites CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.812458Z

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Observation d658f3bf-0e1d-456a-b0ec-cbf42d7578a0 · outbound

This paper cites SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.883967Z

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Observation 982adcee-b63c-4185-9dea-9853744bd561 · outbound

This paper cites RealWorldQA.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning RealWorldQA

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:27.981485Z

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Observation 8200ef4e-1116-4813-bca9-cb034b6a2368 · outbound

This paper cites LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.056919Z

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Observation a38f450c-7479-419e-a93a-2d14d92ed709 · outbound

This paper cites WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.164827Z

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Observation 0bcc56c5-31bd-4bf5-af0d-8d448254617c · outbound

This paper cites TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.286163Z

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Observation 06628b5c-4a62-4556-80de-50f448c77ed3 · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.392380Z

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Observation 12823ab1-fbfe-4e24-b384-51cd57eeed34 · outbound

This paper cites WorldBench: A Challenging and Visually Diverse Multimodal Reasoning Benchmark.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning WorldBench: A Challenging and Visually Diverse Multimodal Reasoning Benchmark

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.553275Z

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Observation e9db77c4-c4b4-4367-b9ce-fa6413821832 · outbound

This paper cites MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.673571Z

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Observation 18c75216-e092-4c20-b998-cb3ea5b7b8a5 · outbound

This paper cites MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:28.785230Z

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Observation 8bb04209-2a80-47a3-8067-4b8e91a10313 · outbound

This paper cites Xing, and Zhiting Hu.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Xing, and Zhiting Hu

Reference 56

Resolution: verified exact; doi, observed 2026-08-01T11:48:19.392604Z

Source-reported events for the cited work

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Observation 1fff77ec-b775-4dbf-bb49-d764082b07b7 · outbound

This paper cites Task Me Anything.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Task Me Anything

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:29.045426Z

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Unavailable: canonical work link unavailable.

Observation 7f8ef853-976f-44fb-9605-cccd4b3d12ff · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 58

Resolution: malformed identifier; no resolver link, observed 2026-08-01T11:47:29.180762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8da32b69-1d74-4955-b2a0-d1a1387db81e · outbound

This paper cites an unresolved cited work.

Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning Unresolved cited work

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T11:47:26.938715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

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Outbound references

Pith citing papers