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Papers Benchmarks Datasets Tasks

CRC dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

CRC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

CRC KOR (test)

0.991AUROC

8

Pathological Image Classification

CRC (test)

87.08F1 Score

7

CRC100K

78Accuracy

7

Tile-level classification

CRC-100k

96Balanced Acc

6

ROI-level Classification

CRC-100K

93.7Balanced Accuracy

6

Tile-level classification

CRC no norm (test)

96.8Accuracy

6

Tile-level classification

CRC (test)

97.3Accuracy

6

RoI-level classification

CRC

91.9Balanced Accuracy

5

Histopathology classification

CRC100k OOD

97.3Weighted F1

3

Image Generation

CRC 20x

6.78FID

1

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Popular tasks

CTR detection Image Classification Tile-level classification Classification RoI-level classification

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