SWE-at-Scale: Scalable Issue Synthesis from Historical Bug Fixes Paper • 2610.21359 • Published 1 day ago • 12
Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It? Paper • 2609.27891 • Published Aug 21 • 33
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published Sep 2 • 63
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence Paper • 2608.16425 • Published Aug 17 • 42
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 85
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 124
UniG2U-Bench: Do Unified Models Advance Multimodal Understanding? Paper • 2603.03241 • Published Mar 3 • 69
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents Paper • 2601.16746 • Published Jan 23 • 74
LongCodeZip: Compress Long Context for Code Language Models Paper • 2510.00446 • Published Oct 1, 2025 • 80