EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published 9 days ago • 118
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence Paper • 2608.16425 • Published 25 days ago • 40
SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution Paper • 2608.18933 • Published 23 days ago • 13
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 136
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 124
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents Paper • 2601.16746 • Published Jan 23 • 94
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 214
GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts Paper • 2601.05110 • Published Jan 8 • 29
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 115
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution Paper • 2507.23348 • Published Jul 31, 2025 • 12