Anomaly Detection on Galaxy Zoo
78.9AUROCComp.VAE + kNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Comp.VAE + kNNspace=latent2026.01 | 78.9 | 80 | |
| Comp.VAE (vMF) + kNNspace=latent2026.01 | 77.3 | 82 | |
| AE + kNNspace=latent2026.01 | 75.4 | 72 | |
| VAE + kNNspace=latent2026.01 | 74.1 | 77 | |
| kNNspace=pixel space2026.01 | 74 | 80 | |
| VAE + MSE2026.01 | 73 | 80 | |
| AE + IFspace=latent2026.01 | 71.2 | 82 | |
| AE + MSE2026.01 | 70.9 | 81 | |
| VAE + IFspace=latent2026.01 | 70 | 84 | |
| Isolation Forestspace=pixel space2026.01 | 66.1 | 93 |