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Geochemical Anomaly Detection on soil 3
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83.34
AUC
GeoChemFormer (T2)
32.5152
45.7101
58.905
72.0999
Mar 13, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
GeoChemFormer (T2)
Method Type=Transformer
2026.03
83.34
VAE-cascade-GAN (VAE-CG)
Method Type=Deep Gener...
2026.03
65.09
VAE-Diffusion (VAE-D)
Method Type=Deep Gener...
2026.03
64.38
Variational AutoEncoder (VAE)
Method Type=Deep Gener...
2026.03
63.37
VAE-GAN (VAE-G)
Method Type=Deep Gener...
2026.03
61.6
Vanilla Transformer (T1)
Method Type=Transformer
2026.03
61.01
AutoEncoder (AE)
Method Type=Deep Gener...
2026.03
55.44
Isolation Forest (IF)
Method Type=Classical ML
2026.03
44.41
One-Class SVM (OSVM)
Method Type=Classical ML
2026.03
44.11
Z-score (ZS)
Method Type=Statistical
2026.03
37.93
k-Nearest Neighbors (KNN)
Method Type=Statistical
2026.03
35.27
Mahalanobis Distance (MD)
Method Type=Statistical
2026.03
34.47
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