Anomaly Detection on QAPPD 16 (test)
1RankLOF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LOF2026.06 | 1 | 77.11 | 17.83 | 27.73 | |
| KNN2026.06 | 2 | 67.97 | 16.31 | 23.06 | |
| DeepIF2026.06 | 3.3 | 64.06 | 12.31 | 18.73 | |
| LSDSpace=Sn2026.06 | 4 | 64.46 | 10.16 | 16.97 | |
| LSDSpace=Rn2026.06 | 4.7 | 64.05 | 10.01 | 17.58 | |
| IForest2026.06 | 7.7 | 60.67 | 7.83 | 13.62 | |
| USAD2026.06 | 9.3 | 52.48 | 9.69 | 15.57 | |
| TcnED2026.06 | 9.7 | 57.08 | 7.48 | 13.21 | |
| COUTA2026.06 | 9.7 | 61.56 | 6.52 | 12.77 | |
| COPOD2026.06 | 10 | 60.78 | 8.79 | 14.97 | |
| OCSVM2026.06 | 10.7 | 59.26 | 6.7 | 12.68 | |
| TranAD2026.06 | 11 | 55.92 | 6.84 | 13.07 | |
| PCA2026.06 | 11.3 | 57.76 | 6.48 | 13.05 | |
| DeepSVDD2026.06 | 12.3 | 59.17 | 6.33 | 11.9 | |
| TimesNet2026.06 | 14 | 56.63 | 6.32 | 11.86 | |
| AnomalyTrans.2026.06 | 15.3 | 54.48 | 6.22 | 11.56 |