Anomaly Detection on Semiconductor (SECOM) (Phase I)
0.1519RecallVSCOUT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSCOUTSize (n, p)=(1567, 590)2026.01 | 0.1519 | 0.0918 | 0.105 | 0.895 | 0.5155 | |
| VAESize (n, p)=(1567, 590)2026.01 | 0.1173 | 0.1556 | 0.0452 | 0.9548 | 0.5548 | |
| KNNSize (n, p)=(1567, 590)2026.01 | 0.1154 | 0.16 | 0.0431 | 0.9569 | 0.5563 | |
| SUODSize (n, p)=(1567, 590)2026.01 | 0.1096 | 0.1567 | 0.042 | 0.958 | 0.5683 | |
| IForestSize (n, p)=(1567, 590)2026.01 | 0.1038 | 0.1367 | 0.0466 | 0.9534 | 0.5299 | |
| LOFSize (n, p)=(1567, 590)2026.01 | 0.0962 | 0.1333 | 0.0444 | 0.9556 | 0.544 | |
| ECODSize (n, p)=(1567, 590)2026.01 | 0.0865 | 0.1139 | 0.0478 | 0.9522 | 0.5591 |