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BCNB dataset and benchmarks · SOTA2 Research

Research Datasets

BCNB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Whole Slide Image Classification

BCNB

53.3Accuracy

24

Molecular Biomarker Prediction

BCNB 3 tasks

84.98AUROC

16

Biomarker Prediction

BCNB (test)

73.18ER AUC

12

WSI Classification

BCNB-PR

84.87Accuracy

12

Visual Question Answering

BCNB

58.65VQA Accuracy

7

BCNB

91.5BR AUC

6

Patch Classification

BCNB

90.4Accuracy

6

BCNB (internal held-out)

87.4Dice Coefficient

5

Popular tasks

Visual Question Answering Segmentation WSI Classification Classification Whole Slide Image classification

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