Software Engineering Issue Resolution on SWE-Bench Verified 100-instance
68Pass@1ContextWeaver
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ContextWeaverBackbone=Claude Sonnet 4, Topology=DAG2026.04 | 68 | 81 | 55.8 | 73 | |
| Sliding WindowBackbone=Claude Sonnet 4, Window Size=52026.04 | 67.2 | 78 | 59.2 | 27 | |
| InsightReplayModel=Qwen3.5-35B-A3B, k=8, Prompting protocol=InsightReplay2026.05 | 29.75 | — | — | — | |
| CoT Zero-shotModel=Qwen3.5-35B-A3B, k=8, Prompting protocol=CoT Zero-shot2026.05 | 23.12 | — | — | — | |
| CoT Few-shotModel=Qwen3.5-35B-A3B, k=8, Prompting protocol=CoT Few-shot2026.05 | 20.87 | — | — | — |