RuleTrek: Benchmarking Agentic Rule Reasoning in Complex Scenarios Paper • 2610.19698 • Published 6 days ago • 81
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published 11 days ago • 75
AdSpark: A Large-Scale Dataset and Benchmark for Product-Centric Advertisement Video Generation Paper • 2610.10047 • Published 13 days ago • 21
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 20 days ago • 63
Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents Paper • 2609.17653 • Published Sep 15 • 45
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 80