Anomaly Detection on ZhangLab dataset (test)
96.7AUCPPAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PPAD2024.05 | 96.7 | 89.4 | 91.8 | |
| MaPLereproduced=true2024.05 | 95.1 | 86.1 | 89.5 | |
| CoOpreproduced=true2024.05 | 94.6 | 84.6 | 88.6 | |
| PDD2026.03 | 94 | — | — | |
| CheXzeroreproduced=true2024.05 | 92.7 | 83 | 87.5 | |
| SIMSID2026.03 | 91.1 | — | — | |
| Xplainerreproduced=true2024.05 | 89.9 | 78.2 | 85 | |
| SQUID2024.05 | 87.6 | 80.3 | 84.7 | |
| SQUID2026.03 | 87.6 | — | — | |
| RD4AD2026.03 | 87.5 | — | — | |
| SALAD2024.05 | 82.7 | 75.9 | 82.1 | |
| IF 2D2024.05 | 81 | 76.4 | 82.2 | |
| Skip-TS2026.03 | 79.2 | — | — | |
| MemAE2024.05 | 77.8 | 56.5 | 82.6 | |
| f-AnoGAN2026.03 | 75.5 | — | — | |
| M-KD2024.05 | 74.1 | 69.1 | 62.3 | |
| CutPaste2024.05 | 73.9 | 64 | 72.3 | |
| CutPaste2026.03 | 73.3 | — | — | |
| PANDA2024.05 | 65.7 | 65.4 | 66.3 |