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Papers Benchmarks Datasets Tasks

Private-Liver dataset and benchmarks · SOTA2 Research

Research Datasets

Private-Liver

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

WSI-level retrieval

Private-Liver internal (test)

76Macro F1 Score

46

WSI Classification

Private-Liver

0.74Top-1 Macro F1

23

WSI-level classification

Private-Liver (internal)

85MV@5 Accuracy

23

WSI-level retrieval

Private-Liver (Internal)

86MV@3 Accuracy

23

WSI-level Search

Private-Liver Internal (test)

83Top-1 Accuracy

21

Patch-level Histopathology Classification

Private-Liver (5-fold CV)

86.35Macro F1

7

Patch-Level Classification

Private-Liver

89.16Accuracy

2

Patch-level search

Private-Liver

82.7Accuracy

2

WSI-level classification

Private-Liver

0.83Top-1 Acc

2

Popular tasks

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

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