The Best Model Gets Idea Lineage Right Only 27% of the Time

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• UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks score 10
  入选 HF Daily Papers; HF 热度: 27 upvotes (+4); 有代码实现; 关键词(1): reasoning
• Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation score 10
  入选 HF Daily Papers; HF 热度: 30 upvotes (+4); 有代码实现; 关键词(1): reasoning
• LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models score 10
  入选 HF Daily Papers; HF 热度: 27 upvotes (+4); 有代码实现; 关键词(1): fine-tuning
• Enhancing In-context Panoramic Generation via Geometric-aware Pretraining score 9
  入选 HF Daily Papers; HF 热度: 17 upvotes (+3); 有代码实现; 关键词(2): fine-tuning, pretraining
• Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE score 9
  入选 HF Daily Papers; HF 热度: 14 upvotes (+3); 有代码实现; 关键词(8): deployment, throughput, pretraining, retrieval-augmented, RAG
• Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing score 9
  入选 HF Daily Papers; HF 热度: 11 upvotes (+3); 有代码实现; 关键词(2): lightweight, throughput
• OPSD-V: On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators score 8
  入选 HF Daily Papers; HF 热度: 8 upvotes (+2); 有代码实现; 关键词(3): distillation, latency, post-training
• Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents score 8
  入选 HF Daily Papers; HF 热度: 9 upvotes (+2); 有代码实现; 关键词(1): GRPO
• OpenCoF: Learning to Reason Through Video Generation score 7
  入选 HF Daily Papers; HF 热度: 11 upvotes (+3); 关键词(2): reasoning, open-source
• CausalDS: Benchmarking Causal Reasoning in Data-Science Agents score 7
  入选 HF Daily Papers; HF 热度: 3 upvotes (+1); 有代码实现; 关键词(4): agentic, tool use, coding, reasoning