Unsupervised Anomaly Detection on MNIST Heldout Digit 7
0.857AUPRCMPDR-S
Evaluation Results
| Method | Links | |
|---|---|---|
| MPDR-S2024.05 | 0.857 | |
| MPDR-R2024.05 | 0.85 | |
| DAMC-N2CEM=100, K=32024.05 | 0.845 | |
| DAMC2024.05 | 0.801 | |
| NAE2024.05 | 0.789 | |
| DAMC-N2CEM=100, K=12024.05 | 0.779 | |
| Adaptive CE2024.05 | 0.62 | |
| DAMC-NCE2024.05 | 0.605 | |
| JVAEBM2024.05 | 0.49 | |
| ABP-LEBM2024.05 | 0.463 | |
| BiGAN-σ2024.05 | 0.347 | |
| MEG2024.05 | 0.29 | |
| VAE2024.05 | 0.148 | |
| ABP2024.05 | 0.138 | |
| AE2024.05 | 0.125 | |
| IGEBM2024.05 | 0.1 |