Unsupervised Anomaly Detection on MNIST Heldout Digit 5
95.9AUPRCDAMC-N2CE
Evaluation Results
| Method | Links | |
|---|---|---|
| DAMC-N2CEM=100, K=32024.05 | 95.9 | |
| DAMC2024.05 | 93.9 | |
| DAMC-N2CEM=100, K=12024.05 | 93.5 | |
| DAMC-NCE2024.05 | 76.4 | |
| MPDR-R2024.05 | 75.7 | |
| Adaptive CE2024.05 | 74.2 | |
| MPDR-S2024.05 | 74.1 | |
| NAE2024.05 | 71.6 | |
| JVAEBM2024.05 | 67.6 | |
| ABP-LEBM2024.05 | 61.9 | |
| BiGAN-σ2024.05 | 51.4 | |
| MEG2024.05 | 40.2 | |
| VAE2024.05 | 32.5 | |
| AE2024.05 | 25.9 | |
| IGEBM2024.05 | 20.5 | |
| ABP2024.05 | 14.7 |