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Papers Benchmarks Datasets Tasks

Polyp Detection research benchmarks · SOTA2 Research

Polyp Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

In-house 1.0 (test)

94.2Precision

12

Feb 26, 2026

Kvasir 1.0 (test)

98.3Precision

12

Feb 26, 2026

CVC-VideoClinicDB (test)

94.8Precision

11

Feb 26, 2026

HyperKvasir (test)

95.91F1 Score

10

Mar 10, 2026

Kvasir-SEG Dirty (test)

91.2Precision

10

Feb 26, 2026

Kvasir-SEG Clean (test)

93.9Precision

10

Feb 26, 2026

CVC-ClinicDB Dirty (test)

83.6Precision

10

Feb 26, 2026

CVC-ClinicDB Clean (test)

89.1Precision

10

Feb 26, 2026

ASU-Mayo Clinic Colonoscopy Video (test)

99.5Precision

9

Feb 26, 2026

MICCAI sub-challenge on automatic polyp detection dataset 2015 (test)

76.49DSC

4

Feb 26, 2026

Colonoscopy (CVC-ClinicDB)

92.39DSC

2

Feb 26, 2026

Colonoscopy MICCAI 2015

0.765DSC

2

Feb 26, 2026

Popular datasets

Kvasir-SEG CVC-ClinicDB Kvasir In-house Colonoscopy

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