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Window-level anti-pattern detection on TorchTraceAP Depth Estimation (Unseen)

0.6312AUC-ROCOurs
0.4969360.5317930.566650.601507Dec 16, 2025

Evaluation results

MethodLinks
OursNumber of Windows (Nw)=502025.120.6312
OursNumber of Windows (Nw)=2002025.120.6309
OursNumber of Windows (Nw)=1002025.120.6147
Pure LLMNumber of Windows (Nw)=2002025.120.5545
Pure LLMNumber of Windows (Nw)=1002025.120.5443
Pure LLMNumber of Windows (Nw)=502025.120.5429
RuleNumber of Windows (Nw)=502025.120.5392
RuleNumber of Windows (Nw)=2002025.120.5333
RuleNumber of Windows (Nw)=1002025.120.5312
ClusteringNumber of Windows (Nw)=2002025.120.5102
ClusteringNumber of Windows (Nw)=1002025.120.5048
ClusteringNumber of Windows (Nw)=502025.120.5021