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Geochemical Anomaly Detection on rock 2
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91.85
AUC
AutoEncoder (AE)
28.1084
44.6567
61.205
77.7533
Mar 13, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
AutoEncoder (AE)
Method Type=Deep Gener...
2026.03
91.85
Variational AutoEncoder (VAE)
Method Type=Deep Gener...
2026.03
87.04
GeoChemFormer (T2)
Method Type=Transformer
2026.03
80.5
VAE-GAN (VAE-G)
Method Type=Deep Gener...
2026.03
79.01
VAE-cascade-GAN (VAE-CG)
Method Type=Deep Gener...
2026.03
75.93
Vanilla Transformer (T1)
Method Type=Transformer
2026.03
74.44
VAE-Diffusion (VAE-D)
Method Type=Deep Gener...
2026.03
60.86
k-Nearest Neighbors (KNN)
Method Type=Statistical
2026.03
55.62
Isolation Forest (IF)
Method Type=Classical ML
2026.03
51.51
One-Class SVM (OSVM)
Method Type=Classical ML
2026.03
48.7
Mahalanobis Distance (MD)
Method Type=Statistical
2026.03
47.78
Z-score (ZS)
Method Type=Statistical
2026.03
30.56
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