Geochemical Anomaly Detection on soil 1
87.04AUCGeoChemFormer (T2)
Evaluation results
| Method | Links | |
|---|---|---|
| GeoChemFormer (T2)Method Type=Transformer2026.03 | 87.04 | |
| Vanilla Transformer (T1)Method Type=Transformer2026.03 | 72.42 | |
| VAE-GAN (VAE-G)Method Type=Deep Generative2026.03 | 71.24 | |
| k-Nearest Neighbors (KNN)Method Type=Statistical2026.03 | 62.82 | |
| VAE-cascade-GAN (VAE-CG)Method Type=Deep Generative2026.03 | 60.74 | |
| VAE-Diffusion (VAE-D)Method Type=Deep Generative2026.03 | 59.92 | |
| AutoEncoder (AE)Method Type=Deep Generative2026.03 | 59.34 | |
| Isolation Forest (IF)Method Type=Classical ML2026.03 | 55.84 | |
| Variational AutoEncoder (VAE)Method Type=Deep Generative2026.03 | 53.31 | |
| Z-score (ZS)Method Type=Statistical2026.03 | 52.09 | |
| Mahalanobis Distance (MD)Method Type=Statistical2026.03 | 51.07 | |
| One-Class SVM (OSVM)Method Type=Classical ML2026.03 | 49.44 |