Geochemical Anomaly Detection on soil 3
83.34AUCGeoChemFormer (T2)
Evaluation results
| Method | Links | |
|---|---|---|
| GeoChemFormer (T2)Method Type=Transformer2026.03 | 83.34 | |
| VAE-cascade-GAN (VAE-CG)Method Type=Deep Generative2026.03 | 65.09 | |
| VAE-Diffusion (VAE-D)Method Type=Deep Generative2026.03 | 64.38 | |
| Variational AutoEncoder (VAE)Method Type=Deep Generative2026.03 | 63.37 | |
| VAE-GAN (VAE-G)Method Type=Deep Generative2026.03 | 61.6 | |
| Vanilla Transformer (T1)Method Type=Transformer2026.03 | 61.01 | |
| AutoEncoder (AE)Method Type=Deep Generative2026.03 | 55.44 | |
| Isolation Forest (IF)Method Type=Classical ML2026.03 | 44.41 | |
| One-Class SVM (OSVM)Method Type=Classical ML2026.03 | 44.11 | |
| Z-score (ZS)Method Type=Statistical2026.03 | 37.93 | |
| k-Nearest Neighbors (KNN)Method Type=Statistical2026.03 | 35.27 | |
| Mahalanobis Distance (MD)Method Type=Statistical2026.03 | 34.47 |