Window-level anti-pattern detection on TorchTraceAP (Average Unseen Tasks)
0.6447AUC-ROCOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursNumber of Windows (Nw)=502025.12 | 0.6447 | |
| OursNumber of Windows (Nw)=1002025.12 | 0.6342 | |
| OursNumber of Windows (Nw)=2002025.12 | 0.6226 | |
| Pure LLMNumber of Windows (Nw)=502025.12 | 0.5495 | |
| Pure LLMNumber of Windows (Nw)=1002025.12 | 0.5436 | |
| Pure LLMNumber of Windows (Nw)=2002025.12 | 0.5418 | |
| RuleNumber of Windows (Nw)=502025.12 | 0.5356 | |
| RuleNumber of Windows (Nw)=2002025.12 | 0.5262 | |
| RuleNumber of Windows (Nw)=1002025.12 | 0.5246 | |
| ClusteringNumber of Windows (Nw)=2002025.12 | 0.5079 | |
| ClusteringNumber of Windows (Nw)=502025.12 | 0.5071 | |
| ClusteringNumber of Windows (Nw)=1002025.12 | 0.5054 |