HarnessPro: Recursive Harness Self-Improvement with Pareto Optimization for Performance-Cost Trade-offs Paper • 2610.26770 • Published 18 days ago • 33
ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL Paper • 2608.28476 • Published Aug 28 • 32
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs Paper • 2604.10480 • Published Apr 12 • 20
Scientific Graphics Program Synthesis via Dual Self-Consistency Reinforcement Learning Paper • 2604.06079 • Published Apr 7 • 7
ClawProBench: Trace-Aware Evaluation of AI Agents with Runtime Coverage and Frozen Workplace-Style Holdouts Paper • 2608.22510 • Published Aug 23 • 6
ClawProBench: Trace-Aware Evaluation of AI Agents with Runtime Coverage and Frozen Workplace-Style Holdouts Paper • 2608.22510 • Published Aug 23 • 6
Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training Paper • 2603.07223 • Published Mar 7 • 13
ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning Paper • 2603.28610 • Published Mar 30 • 18
ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning Paper • 2603.28610 • Published Mar 30 • 18
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods Paper • 2601.21821 • Published Jan 29 • 55
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods Paper • 2601.21821 • Published Jan 29 • 55
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Paper • 2601.13606 • Published Jan 20 • 11
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility Paper • 2601.17027 • Published Jan 17 • 29
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility Paper • 2601.17027 • Published Jan 17 • 29
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value Paper • 2512.14051 • Published Dec 16, 2025 • 47
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models Paper • 2410.09732 • Published Oct 13, 2024 • 54
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Paper • 2504.12322 • Published Apr 11, 2025 • 27
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning Paper • 2507.17512 • Published Jul 23, 2025 • 37
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning Paper • 2510.04081 • Published Oct 5, 2025 • 23
Where am I? Cross-View Geo-localization with Natural Language Descriptions Paper • 2412.17007 • Published Dec 22, 2024