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LC25K

Benchmarks

Task NameDataset NameSOTA ResultTrend
Pathology Image ClassificationLC25K Lung corrupted (test)
Accuracy89.37
10
Pathology Image ClassificationLC25K-Lung clean (test)
Accuracy97.02
10
Image ClassificationLC25K-All-C Corrupted (test)
Accuracy80.38
6
Image ClassificationLC25K All Clean (test)
Accuracy95.81
6
Pathology Image ClassificationLC25K All-C (test)
Accuracy82.08
6
Pathology Image ClassificationLC25K-All clean (test)
Accuracy93.27
6
Histopathology Image ClassificationLC25K-Colon-C
Accuracy0.9217
5
Histopathology Image ClassificationLC25K Colon
Accuracy99.21
5
Histopathology Image ClassificationLC25K Lung-C
Accuracy78.8
5
Histopathology Image ClassificationLC25K Lung
Accuracy89.41
5
Image ClassificationLC25K Colon Corrupted (test)
Accuracy97.42
5
Image ClassificationLC25K Colon Clean (test)
Accuracy99.18
5
Pathology Image ClassificationLC25K Colon corrupted (test)
Accuracy94.39
5
Pathology Image ClassificationLC25K-Colon clean (test)
Accuracy98.98
5
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