Window-level anti-pattern detection on TorchTraceAP Seen
0.8428AUC-ROCOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursNumber of Windows (Nw)=1002025.12 | 0.8428 | |
| OursNumber of Windows (Nw)=2002025.12 | 0.8185 | |
| OursNumber of Windows (Nw)=502025.12 | 0.8052 | |
| OursNumber of Windows (Nw)=1002025.12 | 0.7679 | |
| OursNumber of Windows (Nw)=2002025.12 | 0.7424 | |
| OursNumber of Windows (Nw)=1002025.12 | 0.7415 | |
| OursNumber of Windows (Nw)=502025.12 | 0.6953 | |
| OursNumber of Windows (Nw)=502025.12 | 0.6926 | |
| OursNumber of Windows (Nw)=2002025.12 | 0.6885 | |
| Pure LLMNumber of Windows (Nw)=1002025.12 | 0.5611 | |
| Pure LLMNumber of Windows (Nw)=2002025.12 | 0.5519 | |
| Pure LLMNumber of Windows (Nw)=1002025.12 | 0.5432 | |
| Pure LLMNumber of Windows (Nw)=2002025.12 | 0.5426 | |
| Pure LLMNumber of Windows (Nw)=2002025.12 | 0.5415 | |
| Pure LLMNumber of Windows (Nw)=502025.12 | 0.5412 | |
| Pure LLMNumber of Windows (Nw)=502025.12 | 0.5339 | |
| Pure LLMNumber of Windows (Nw)=502025.12 | 0.5281 | |
| Pure LLMNumber of Windows (Nw)=1002025.12 | 0.5269 | |
| RuleNumber of Windows (Nw)=502025.12 | 0.5245 | |
| RuleNumber of Windows (Nw)=1002025.12 | 0.5213 | |
| RuleNumber of Windows (Nw)=2002025.12 | 0.5203 | |
| RuleNumber of Windows (Nw)=502025.12 | 0.5193 | |
| RuleNumber of Windows (Nw)=2002025.12 | 0.5173 | |
| RuleNumber of Windows (Nw)=1002025.12 | 0.5168 | |
| RuleNumber of Windows (Nw)=2002025.12 | 0.5157 | |
| RuleNumber of Windows (Nw)=1002025.12 | 0.5134 | |
| RuleNumber of Windows (Nw)=502025.12 | 0.5127 | |
| ClusteringNumber of Windows (Nw)=2002025.12 | 0.5112 | |
| ClusteringNumber of Windows (Nw)=502025.12 | 0.5111 | |
| ClusteringNumber of Windows (Nw)=1002025.12 | 0.5091 | |
| ClusteringNumber of Windows (Nw)=1002025.12 | 0.5086 | |
| ClusteringNumber of Windows (Nw)=2002025.12 | 0.5083 | |
| ClusteringNumber of Windows (Nw)=2002025.12 | 0.5067 | |
| ClusteringNumber of Windows (Nw)=502025.12 | 0.5049 | |
| ClusteringNumber of Windows (Nw)=502025.12 | 0.5021 | |
| ClusteringNumber of Windows (Nw)=1002025.12 | 0.5019 |