学习工作流让设计Agent从54.99升至67.39

重点关注

• PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives score 9
  入选 HF Daily Papers；HF 热度: 35 upvotes (+4)；有代码实现
• AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design score 10
  入选 HF Daily Papers；HF 热度: 35 upvotes (+4)；有代码实现；关键词(1): agentic
• From Atomic Evidence to Logical Composition: Structured Compositional Reasoning over Compound Answer Options score 7
  入选 HF Daily Papers；HF 热度: 2 upvotes (+1)；有代码实现；关键词(1): reasoning
• LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation score 7
  入选 HF Daily Papers；HF 热度: 4 upvotes (+1)；有代码实现；关键词(2): lightweight, reasoning
• Alaya-EVOKE: From Linear-Scaling Supervision to Endless World score 8
  入选 HF Daily Papers；HF 热度: 106 upvotes (+4)；关键词(2): scaling, latency
• Intern-S2-Preview: Scientific Agentic Foundation Model score 8
  入选 HF Daily Papers；HF 热度: 43 upvotes (+4)；关键词(6): distillation, fine-tuning, post-training, pre-training, agentic

也值得关注

• OmniScientist: An Omni-Modal Omni-Discipline AI Scientist score 6
  入选 HF Daily Papers；HF 热度: 6 upvotes (+2)；关键词(1): reasoning
• EgoPHI: Estimating Contact and Force from Egocentric Vision score 4
  关键词(1): reasoning；顶会接收: ECCV
• UniTraffic-Agent: Unified Traffic Video Reasoning for AI City Challenge 2026 Track 3 with Two Out-of-Domain Evaluations score 4
  关键词(1): reasoning；顶会接收: ECCV
• P2Fusion: Prompt-based Progressive Infrared-Visible Image Fusion via Dual-Prior Distillation score 4
  关键词(1): distillation；顶会接收: ECCV
• CoverPrune: Coverage-Driven Token Pruning for 3D VLMs via Optimal Transport score 4
  关键词(3): pruning, reasoning, vision-language；顶会接收: ECCV
• HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark score 3
  顶会接收: ECCV