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Skin

Benchmarks

Task NameDataset NameSOTA ResultTrend
Pairwise-constrained clusteringSkin
SSE895,000,000
12
Pathology Image ClassificationSkin-C corrupted (test)
Accuracy50.65
12
Classificationskin UCI (test)
Accuracy99.7
11
Out-of-Distribution DetectionSkin40 (test)
Accuracy76.75
9
Continual ClusteringSkin
AI NMI81.3
8
Spatially resolved gene expression predictionSkin
MSE0.208
7
Histopathology Image ClassificationSkin-C
Accuracy33.81
6
Histopathology Image ClassificationSkin
Accuracy50.62
6
Image ClassificationSkin Clean (test)
Accuracy64.32
6
Pathology Image ClassificationSkin clean (test)
Accuracy68.34
6
Constitutive ModelingSkin
R² Strip-X (λ2=1), Stress 1100
3
ClusteringSkin
ARI0.327
2
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