False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents
Paper • 2609.39102 • Published • 664
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Long-WAM: Scaling the Context of World-Action Models
Paper • 2610.10528 • Published • 111
STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization
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OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment
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4DWorldBench: A Comprehensive Evaluation Framework for 3D/4D World Generation Models
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Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
Paper • 2509.25787 • Published • 17
IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring
Paper • 2605.24553 • Published • 25
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