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upvoted 3 papers 1 day ago

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published 17 days ago • 562

False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

Paper • 2609.39102 • Published 16 days ago • 664

ExeWorldBench: Benchmarking Code-Based Executable 3D World Modeling

Paper • 2610.15166 • Published 6 days ago • 67

upvoted 5 papers 3 days ago

OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment

Paper • 2510.10609 • Published Oct 12, 2025 • 15

4DWorldBench: A Comprehensive Evaluation Framework for 3D/4D World Generation Models

Paper • 2511.19836 • Published Nov 25, 2025 • 14

Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking

Paper • 2509.25787 • Published Jan 27 • 17

IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring

Paper • 2605.24553 • Published May 23 • 25

PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop

Paper • 2610.00559 • Published 16 days ago • 69