PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives Paper • 2608.13552 • Published 10 days ago • 45
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation Paper • 2607.11886 • Published Jul 13 • 85
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks Paper • 2607.08768 • Published Jul 9 • 34
AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward Paper • 2605.12495 • Published May 12 • 35
Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection Paper • 2512.16905 • Published Dec 18, 2025 • 32
Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection Paper • 2512.16905 • Published Dec 18, 2025 • 32