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Papers Benchmarks Datasets Tasks

Colorectal polyp classification research benchmarks · SOTA2 Research

Colorectal polyp classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CPC-Paired (Fold 4)

92.7Accuracy

13

Feb 26, 2026

CPC-Paired (Fold 3)

94.3Accuracy

13

Feb 26, 2026

CPC-Paired (Fold 2)

88.5Accuracy

13

Feb 26, 2026

CPC-Paired (Fold 1)

87.2Accuracy

13

Feb 26, 2026

CPC-Paired Mean

Proposed Alignment Method

85.3Accuracy

8

Feb 26, 2026

CPC-Paired (Fold 5)

Proposed Alignment Method

85.2Accuracy

8

Feb 26, 2026

In-house WLI (test)

Alignment-free Dense Distillation

0.802Accuracy

8

Feb 26, 2026

CPC-Paired WLI (test)

Alignment-free Dense Distillation

93Accuracy

8

Feb 26, 2026

CPC-Paired Dataset 5-fold Mean 1.0 (test)

87.7Accuracy

5

Feb 26, 2026

CPC-Paired Dataset 1.0 (Fold 5)

85.2Accuracy

5

Feb 26, 2026

Popular datasets

CPC-Paired CPC-Paired Dataset In-house

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