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Collections including paper arxiv:2508.03686

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 • 13
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

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published 19 days ago • 33

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 56
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

CompassVerifier

CompassVerifier: A Unified and Robust Verifier for Large Language Models

opencompass/CompassVerifier-3B

3B • Updated Jul 11 • 304 • 3
opencompass/CompassVerifier-7B

8B • Updated Jul 11 • 109 • 4
opencompass/CompassVerifier-32B

33B • Updated Jul 11 • 73 • 6
opencompass/VerifierBench

Viewer • Updated Jul 11 • 2.82k • 431 • 2

Process Reward Modelling

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23 • 28
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Paper • 2505.15277 • Published May 21 • 103
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models

Paper • 2501.03124 • Published Jan 6 • 14
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs

Paper • 2505.11227 • Published May 16

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 • 13
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

CompassVerifier

CompassVerifier: A Unified and Robust Verifier for Large Language Models

opencompass/CompassVerifier-3B

3B • Updated Jul 11 • 304 • 3
opencompass/CompassVerifier-7B

8B • Updated Jul 11 • 109 • 4
opencompass/CompassVerifier-32B

33B • Updated Jul 11 • 73 • 6
opencompass/VerifierBench

Viewer • Updated Jul 11 • 2.82k • 431 • 2

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published 19 days ago • 33

Process Reward Modelling

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23 • 28
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Paper • 2505.15277 • Published May 21 • 103
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models

Paper • 2501.03124 • Published Jan 6 • 14
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs

Paper • 2505.11227 • Published May 16

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 56
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

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