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Benchmarks
Voxel-level Anomaly Detection on ADNI AD-50 (test)
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85
AP
Sparse VAE
78.76
80.38
82
83.62
Apr 9, 2026
AP
Dice Score
Updated 28d ago
Evaluation Results
Method
Method
Links
AP
Dice Score
Sparse VAE
latent dimension (d)=64
2026.04
85
77
beta-scheduling
beta=30, scheduling=cy...
2026.04
83
75
beta-scheduling
beta=50, scheduling=cy...
2026.04
83
75
β-VAE
beta=50, scheduling=fi...
2026.04
82
74
β-VAE
beta=10, scheduling=fi...
2026.04
81
73
β-VAE
beta=30, scheduling=fi...
2026.04
80
73
β-VAE
beta=1, scheduling=fix...
2026.04
79
72
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