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Papers Benchmarks Datasets Tasks

Colorectal Cancer dataset and benchmarks · SOTA2 Research

Research Datasets

Colorectal Cancer

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node classification

Colorectal Cancer BP (test)

0.56Macro F1 Score

12

Patch-level classification

Colorectal cancer (test)

98.2Bal.ACC

11

Disease Prediction

Task 1 Colorectal Cancer (test)

0.79AUROC

10

Node classification

Colorectal Cancer Rel (test)

0.596F1 (Macro)

6

Cancer Detection

Colorectal Cancer Prospective experiment

4.3Cancers per 1000 Screenings

2

Popular tasks

Node Classification Disease prediction Patch-Level Classification Cancer Detection

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