Anomaly Detection on MNIST-C 3 vs 8 (test)
59AUROCOgAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OgAE2025.07 | 59 | 70 | 71 | |
| DVAESVDD2025.07 | 59 | 67 | 65 | |
| AEAnomaly Score=recons. error2025.07 | 56 | 66 | 66 | |
| SAEAnomaly Score=recons. error2025.07 | 55 | 65 | 67 | |
| AEAnomaly Score=ocsvm2025.07 | 54 | 65 | 67 | |
| VAEAnomaly Score=recons. error2025.07 | 54 | 65 | 66 | |
| SAEAnomaly Score=ocsvm2025.07 | 53 | 64 | 66 | |
| VAEAnomaly Score=ocsvm2025.07 | 52 | 63 | 65 | |
| s-DSVDD2025.07 | 52 | 63 | 66 | |
| h-DSVDD2025.07 | 51 | 62 | 65 | |
| DSPSVDD2025.07 | 51 | 62 | 65 |