Outlier Detection on Satimage-2
0.9092APPReNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PReNetlabeled data ratio=1%2025.12 | 0.9092 | — | |
| FRODlabeled data ratio=1%2025.12 | 0.8338 | — | |
| WFRDAlabeled data ratio=1%2025.12 | 0.822 | — | |
| REPENlabeled data ratio=1%2025.12 | 0.8127 | — | |
| MFGADlabeled data ratio=1%2025.12 | 0.7933 | — | |
| DeepSVDDlabeled data ratio=1%2025.12 | 0.7549 | — | |
| FEAWADlabeled data ratio=1%2025.12 | 0.675 | — | |
| ECODlabeled data ratio=1%2025.12 | 0.6561 | — | |
| IForestlabeled data ratio=1%2025.12 | 0.6348 | — | |
| DeepSADlabeled data ratio=1%2025.12 | 0.6157 | — | |
| DevNetlabeled data ratio=1%2025.12 | 0.3202 | — | |
| CBLOF2026.03 | — | 92.96 | |
| COPOD2026.03 | — | 74.65 | |
| DGOF+KFC2026.03 | — | 31.22 | |
| DROD2026.03 | — | 43.66 | |
| ECOD2026.03 | — | 61.97 | |
| IFOREST2026.03 | — | 87.04 | |
| kNN+KFC2026.03 | — | 52.35 | |
| LOF+KFC2026.03 | — | 8.92 | |
| OCSVM2026.03 | — | 26.29 |