Sample-wise Anomaly Detection on DDAD (test)
84APmany-tasks-make-light-work
Evaluation results
| Method | Links | ||
|---|---|---|---|
| many-tasks-make-light-workTrain/val split ratio=3/2, Aggregation=Ensemble2023.07 | 84 | — | |
| many-tasks-make-light-workTrain/val split ratio=4/1, Aggregation=Ensemble2023.07 | 83.1 | — | |
| many-tasks-make-light-workTrain/val split ratio=4/1, Aggregation=Mean2023.07 | 81.5 | — | |
| many-tasks-make-light-workTrain/val split ratio=3/2, Aggregation=Mean2023.07 | 81.1 | — | |
| PII2023.07 | 80.7 | — | |
| many-tasks-make-light-workTrain/val split ratio=2/3, Aggregation=Ensemble2023.07 | 80.7 | — | |
| many-tasks-make-light-workTrain/val split ratio=2/3, Aggregation=Mean2023.07 | 78.6 | — | |
| many-tasks-make-light-workTrain/val split ratio=1/4, Aggregation=Ensemble2023.07 | 78.4 | 76.6 | |
| f-AnoGAN2023.07 | 74.8 | 76.3 | |
| many-tasks-make-light-workTrain/val split ratio=1/4, Aggregation=Mean2023.07 | 74.7 | — | |
| AE-U2023.07 | 72.8 | 73.8 | |
| NSA2023.07 | 65.8 | 64.4 | |
| FPI2023.07 | 65.5 | 68.2 | |
| MemAE2023.07 | 59.8 | 55.8 | |
| Random2023.07 | 50 | 50 |