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Papers Benchmarks Datasets Tasks

Private-Skin dataset and benchmarks · SOTA2 Research

Research Datasets

Private-Skin

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Whole Slide Image Retrieval

Private-Skin

71Macro Avg F1 Score

23

WSI-level retrieval

Private-Skin internal (test)

70Macro F1 Score

23

WSI Classification

Private-Skin

0.67Top-1 Macro F1

23

WSI-level classification

Private-Skin (internal)

82MV@5 Accuracy

23

WSI-level retrieval

Private-Skin (Internal)

81MV@3 Accuracy

23

Patch-level Histopathology Classification

Private-Skin (5-fold CV)

73.09Macro-F1

7

WSI-level Search

Private-Skin

0.78Top-1 Accuracy

3

Patch-Level Classification

Private-Skin

82.01Accuracy

2

WSI-level classification

Private-Skin

78Top-1 Acc

1

Popular tasks

WSI-level classification WSI-level retrieval WSI Classification Patch-Level Classification WSI-level Search

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