Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Geochemical Anomaly Detection on soil2
Loading...
81.38
AUC
VAE-GAN (VAE-G)
50.8976
58.8113
66.725
74.6387
Mar 13, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
VAE-GAN (VAE-G)
Method Type=Deep Gener...
2026.03
81.38
AutoEncoder (AE)
Method Type=Deep Gener...
2026.03
79
GeoChemFormer (T2)
Method Type=Transformer
2026.03
68.96
Variational AutoEncoder (VAE)
Method Type=Deep Gener...
2026.03
68.89
Vanilla Transformer (T1)
Method Type=Transformer
2026.03
67.8
VAE-cascade-GAN (VAE-CG)
Method Type=Deep Gener...
2026.03
64.81
Z-score (ZS)
Method Type=Statistical
2026.03
61.22
VAE-Diffusion (VAE-D)
Method Type=Deep Gener...
2026.03
59.65
k-Nearest Neighbors (KNN)
Method Type=Statistical
2026.03
57.33
One-Class SVM (OSVM)
Method Type=Classical ML
2026.03
53.21
Mahalanobis Distance (MD)
Method Type=Statistical
2026.03
52.47
Isolation Forest (IF)
Method Type=Classical ML
2026.03
52.07
Feedback
Search any
task
Search any
task