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upvoted a paper 4 days ago

MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

Paper • 2601.12346 • Published 8 days ago • 47

upvoted a paper 2 months ago

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 93

upvoted 3 papers 3 months ago

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published Oct 27, 2025 • 97

QueST: Incentivizing LLMs to Generate Difficult Problems

Paper • 2510.17715 • Published Oct 20, 2025 • 35

Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published Oct 13, 2025 • 102

upvoted 3 papers 4 months ago

TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios

Paper • 2505.12891 • Published May 19, 2025 • 10

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

Paper • 2509.21268 • Published Sep 25, 2025 • 104

GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning

Paper • 2509.17437 • Published Sep 22, 2025 • 17

upvoted a paper 5 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 84

upvoted a paper 6 months ago

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

Paper • 2507.22607 • Published Jul 30, 2025 • 47

upvoted a collection 7 months ago

Lingshu MLLMs

Collection

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning • 4 items • Updated Oct 9, 2025 • 21

upvoted 2 papers 8 months ago

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published Jun 11, 2025 • 101

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2, 2025 • 48

upvoted a collection 8 months ago

Lingshu MLX

Collection

Lingshu MLX conversions • 11 items • Updated Jul 18, 2025 • 4

upvoted 3 papers 8 months ago

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Paper • 2505.23604 • Published May 29, 2025 • 23

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113

Visual Planning: Let's Think Only with Images

Paper • 2505.11409 • Published May 16, 2025 • 57

upvoted a collection 8 months ago

Multimodal Reasoning

Collection

174 items • Updated 2 days ago • 39

upvoted a paper 9 months ago

Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations

Paper • 2504.13816 • Published Apr 18, 2025 • 18

upvoted a paper 11 months ago

FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving

Paper • 2502.20238 • Published Feb 27, 2025 • 23