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TissueMNIST

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationTissueMNIST (test)
Accuracy84.54
41
ClassificationTissueMNIST
Accuracy74.84
40
Image ClassificationTissueMNIST MedMNIST v2 (test)
Clean Accuracy70.57
29
Image ClassificationTissueMNIST USB (test)
Error Rate33.91
23
Image ClassificationTissueMNIST
Clean Accuracy70.54
20
Image ClassificationTissueMNIST 400 labels
Error Rate49.64
14
Image ClassificationTissueMNIST USB 80 labels
Error Rate55.37
14
ClassificationTissueMNIST v1 (test)
Accuracy0.68
12
Image ClassificationTissueMNIST v2 (test)
AUC94.1
12
Image ClassificationTissueMNIST LDA alpha=0.1 (test)
Accuracy91.6
11
Image ClassificationTissueMNIST standard (test)
LCE0.0144
8
Image ClassificationTissueMNIST-C
Accuracy63
6
Image ClassificationTissueMNIST 80 labels (test)
Top-1 Error Rate53.06
6
Image ClassificationTissueMNIST 8 MedMNIST (test)
Accuracy65.07
2
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