AesCode自建评测：8B较同参考图的同规模Qwen3-VL视觉质量高31.1个百分点

重点关注

• Jeva: System One Models from First Principles score 10
  入选 HF Daily Papers；HF 热度: 273 upvotes (+4)；有代码实现；关键词(1): latency
• AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards score 10
  入选 HF Daily Papers；HF 热度: 80 upvotes (+4)；有代码实现；关键词(1): code generation
• EgoExplorer: A Vision-Motion-Touch Observatory for Human Loco-Manipulation In Situ score 10
  入选 HF Daily Papers；HF 热度: 21 upvotes (+4)；有代码实现；关键词(2): scaling, lightweight
• VideoJev: System One Model for Video Understanding and Interaction score 9
  入选 HF Daily Papers；HF 热度: 198 upvotes (+4)；有代码实现
• ReTerm: Recovery Training for Self-Improving Terminal Agents score 10
  入选 HF Daily Papers；HF 热度: 20 upvotes (+4)；有代码实现；关键词(2): GRPO, coding
• Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards score 8
  入选 HF Daily Papers；HF 热度: 98 upvotes (+4)；关键词(3): scaling, agentic, open-source
• Cepheid: Decoupling Scale from Structure for Cross-Family Motion Completion score 8
  入选 HF Daily Papers；HF 热度: 26 upvotes (+4)；关键词(2): scaling, lightweight
• WorldRecon: Generative Multi-View Mesh Reconstruction for Large-Scale 3D World score 8
  入选 HF Daily Papers；HF 热度: 10 upvotes (+3)；有代码实现

也值得关注

• Bayesian Test-Time Inference of Task-Aligned Similarity from Weak Interactive Feedback score 4
  关键词(1): reasoning；顶会接收: NeurIPS
• BridgeTwist: Twisting Schrödinger Bridges for Training-Free Conditional Sampling score 4
  关键词(1): pretraining；顶会接收: NeurIPS
• Understanding Circulant Permutation to Extend the CMinHash Estimator score 3
  顶会接收: NeurIPS
• Exact Topological Compliance: Generating Persistence-Equivalent Graphs score 3
  顶会接收: NeurIPS