Browse State-of-the-Art › Visual Reasoning › Papers, page 4
Visual Reasoning
Papers archive 2025-07-28
archive papers tagged: 698 · with a code link: 356 · where Syntology ran a sample: 165 (130 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (165 of 698 tagged: 130 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument)
Page 4 of 7: papers 301 to 400 of 698, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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16 Nov 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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2 Oct 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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16 Aug 2021 1 repository listed
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13 Jul 2021 1 repository listed
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19 Jun 2021 1 repository listed
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16 Jun 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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16 Jun 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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6 Jun 2021 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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28 May 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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10 May 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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28 Mar 2021 1 repository listed
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22 Feb 2021 1 repository listed
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20 Feb 2021 1 repository listed
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3 Feb 2021 1 repository listed
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1 Jan 2021 1 repository listed
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15 Dec 2020 1 repository listed
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14 Dec 2020 1 repository listed
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3 Dec 2020 1 repository listed
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26 Nov 2020 1 repository listed
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26 Nov 2020 1 repository listed
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23 Nov 2020 1 repository listed
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15 Oct 2020 1 repository listed
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12 Oct 2020 1 repository listed
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2 Oct 2020 1 repository listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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19 Sep 2020 1 repository listed
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8 Sep 2020 1 repository listed
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5 Aug 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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1 Aug 2020 1 repository listed
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17 Jul 2020 1 repository listed
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18 Jun 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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1 Jun 2020 1 repository listed
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12 May 2020 1 repository listed
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27 Apr 2020 1 repository listed
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20 Apr 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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2 Apr 2020 1 repository listed
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8 Jan 2020 1 repository listed
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21 Nov 2019 1 repository listed
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18 Nov 2019 1 repository listed
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8 Oct 2019 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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28 May 2019 1 repository listed
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26 Feb 2019 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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9 Feb 2019 1 repository listed
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20 Jan 2019 1 repository listed
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6 Sep 2018 1 repository listed
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3 Aug 2018 1 repository listed
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16 Jun 2018 1 repository listed
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1 May 2018 1 repository listed
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Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning14 Mar 2018 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples)
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17 Nov 2017 1 repository listed
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14 Nov 2017 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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25 Oct 2017 1 repository listed
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19 Oct 2017 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval24 May 2017 1 repository listed
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9 Apr 2015 1 repository listed
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LaViPlan : Language-Guided Visual Path Planning with RLVR17 Jul 2025 0 repositories listed
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PyVision: Agentic Vision with Dynamic Tooling10 Jul 2025 0 repositories listed
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MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning9 Jul 2025 0 repositories listed
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Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning7 Jul 2025 0 repositories listed
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Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data30 Jun 2025 0 repositories listed
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MiCo: Multi-image Contrast for Reinforcement Visual Reasoning27 Jun 2025 0 repositories listed
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Visual Structures Helps Visual Reasoning: Addressing the Binding Problem in VLMs27 Jun 2025 0 repositories listed
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HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation26 Jun 2025 0 repositories listed
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World-aware Planning Narratives Enhance Large Vision-Language Model Planner26 Jun 2025 0 repositories listed
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VGR: Visual Grounded Reasoning13 Jun 2025 0 repositories listed
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VLM@school -- Evaluation of AI image understanding on German middle school knowledge13 Jun 2025 0 repositories listed
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LLMs Are Not Yet Ready for Deepfake Image Detection12 Jun 2025 0 repositories listed
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ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering11 Jun 2025 0 repositories listed
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VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning10 Jun 2025 0 repositories listed
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Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions10 Jun 2025 0 repositories listed
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KokushiMD-10: Benchmark for Evaluating Large Language Models on Ten Japanese National Healthcare Licensing Examinations9 Jun 2025 0 repositories listed
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Language-Vision Planner and Executor for Text-to-Visual Reasoning9 Jun 2025 0 repositories listed
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Synthetic Visual Genome9 Jun 2025 0 repositories listed
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Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning8 Jun 2025 0 repositories listed
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MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems?6 Jun 2025 0 repositories listed
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Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark4 Jun 2025 0 repositories listed
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SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis2 Jun 2025 0 repositories listed
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MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM30 May 2025 0 repositories listed
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GAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning29 May 2025 0 repositories listed
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OmniAD: Detect and Understand Industrial Anomaly via Multimodal Reasoning28 May 2025 0 repositories listed
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Thinking with Generated Images28 May 2025 0 repositories listed
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Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning26 May 2025 0 repositories listed
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Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning26 May 2025 0 repositories listed
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Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models26 May 2025 0 repositories listed
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26 May 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection26 May 2025 0 repositories listed
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The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework25 May 2025 0 repositories listed
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Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps24 May 2025 0 repositories listed
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Doc-CoB: Enhancing Multi-Modal Document Understanding with Visual Chain-of-Boxes Reasoning24 May 2025 0 repositories listed
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23 May 2025 0 repositories listed Syntology 6 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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One RL to See Them All: Visual Triple Unified Reinforcement Learning23 May 2025 0 repositories listed
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22 May 2025 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs22 May 2025 0 repositories listed
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Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL21 May 2025 0 repositories listed
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GRIT: Teaching MLLMs to Think with Images21 May 2025 0 repositories listed
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Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning21 May 2025 0 repositories listed
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STAR-R1: Spacial TrAnsformation Reasoning by Reinforcing Multimodal LLMs21 May 2025 0 repositories listed
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Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning20 May 2025 0 repositories listed
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Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks19 May 2025 0 repositories listed
Syntology lines on 21 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.