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Collections including paper arxiv:2505.10557

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning

Paper • 2505.16400 • Published May 22, 2025 • 35
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published May 21, 2025 • 49
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos

Paper • 2506.05349 • Published Jun 5, 2025 • 24

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 85

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

MathLLMs/FigCodifier

Image-Text-to-Text • 8B • Updated Oct 20, 2025 • 90 • 6
MathLLMs/MathCoder-VL-2B

Image-Text-to-Text • 2B • Updated Oct 10, 2025 • 30 • 5
MathLLMs/MathCoder-VL-8B

Image-Text-to-Text • 8B • Updated Oct 10, 2025 • 24 • 4
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Paper • 2310.03731 • Published Oct 5, 2023 • 29
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Paper • 2308.07921 • Published Aug 15, 2023 • 23
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset

Paper • 2402.14804 • Published Feb 22, 2024 • 4
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Paper • 2402.16352 • Published Feb 26, 2024 • 2

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning

Paper • 2505.16400 • Published May 22, 2025 • 35
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published May 21, 2025 • 49
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos

Paper • 2506.05349 • Published Jun 5, 2025 • 24

MathLLMs/FigCodifier

Image-Text-to-Text • 8B • Updated Oct 20, 2025 • 90 • 6
MathLLMs/MathCoder-VL-2B

Image-Text-to-Text • 2B • Updated Oct 10, 2025 • 30 • 5
MathLLMs/MathCoder-VL-8B

Image-Text-to-Text • 8B • Updated Oct 10, 2025 • 24 • 4
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10, 2025 • 43
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14, 2025 • 85

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Paper • 2310.03731 • Published Oct 5, 2023 • 29
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Paper • 2308.07921 • Published Aug 15, 2023 • 23
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset

Paper • 2402.14804 • Published Feb 22, 2024 • 4
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Paper • 2402.16352 • Published Feb 26, 2024 • 2

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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