Window-level anti-pattern detection on TorchTraceAP Average Seen Tasks
0.7841AUC-ROCOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursNumber of Windows (Nw)=1002025.12 | 0.7841 | |
| OursNumber of Windows (Nw)=2002025.12 | 0.7498 | |
| OursNumber of Windows (Nw)=502025.12 | 0.731 | |
| Pure LLMNumber of Windows (Nw)=2002025.12 | 0.5453 | |
| Pure LLMNumber of Windows (Nw)=1002025.12 | 0.5437 | |
| Pure LLMNumber of Windows (Nw)=502025.12 | 0.5344 | |
| RuleNumber of Windows (Nw)=502025.12 | 0.5188 | |
| RuleNumber of Windows (Nw)=2002025.12 | 0.5177 | |
| RuleNumber of Windows (Nw)=1002025.12 | 0.5171 | |
| ClusteringNumber of Windows (Nw)=2002025.12 | 0.5087 | |
| ClusteringNumber of Windows (Nw)=1002025.12 | 0.5065 | |
| ClusteringNumber of Windows (Nw)=502025.12 | 0.506 |