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Papers Benchmarks Datasets Tasks

Polyp Segmentation research benchmarks – Page 5 · SOTA2 Research

Polyp Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Polyp Segmentation Site A (trained on Site D) (test)

89.17DSC

10

Feb 26, 2026

Polyp Segmentation Site D (trained on Site C) (test)

81.33DSC

10

Feb 26, 2026

Polyp Segmentation Site B (trained on Site C) (test)

76.49DSC

10

Feb 26, 2026

Polyp Segmentation Site A (trained on Site C) (test)

80.17DSC

10

Feb 26, 2026

Polyp Segmentation Site D (trained on Site B) (test)

83.58DSC

10

Feb 26, 2026

Polyp Segmentation Site C (trained on Site B) (test)

81.25DSC

10

Feb 26, 2026

Polyp Segmentation Site A (trained on Site B) (test)

78.33DSC

10

Feb 26, 2026

Polyp Segmentation Site D (trained on Site A) (test)

83.22DSC

10

Feb 26, 2026

Polyp Segmentation Site C (trained on Site A) (test)

83.93DSC

10

Feb 26, 2026

Polyp Segmentation Site B (trained on Site A) (test)

80.47DSC

10

Feb 26, 2026

ClinicDB 8 (test)

93.7mDic

10

Feb 26, 2026

Kvasir-SEG 13 (test)

0.917mDic

10

Feb 26, 2026

BKAI-IGH-NeoPolyps 13 (test)

99.18Accuracy

10

Feb 26, 2026

CVC-ClinicDB 12 (test)

98.83Accuracy

10

Feb 26, 2026

Collected large-scale polyp dataset

93.22Recall

10

Feb 26, 2026

88.14Jaccard Index (J)

9

May 1, 2026

91.54DSC

9

Feb 26, 2026

CVC-Clinic (test)

AG-CUResNeSt-101

77.1mDice

9

Feb 26, 2026

CVC-Clinic Scenario 5 (5-fold cross-validation)

AG-CUResNeSt-101

90.2mIoU

9

Feb 26, 2026

Polyp Segmentation Average

78.27DSC

8

Mar 13, 2026

Polyp Segmentation Domain D (test)

25.71ASSD

8

Mar 13, 2026

Polyp Segmentation Domain C (test)

30.54ASSD

8

Mar 13, 2026

Polyp Segmentation Domain B (test)

25.57ASSD

8

Mar 13, 2026

Polyp Segmentation Domain A (test)

20.34ASSD

8

Mar 13, 2026

Polyp Segmentation Average Across Domains

78DSC

8

Mar 13, 2026

Page 5 of 8

Popular datasets

Polyp Segmentation PolypGen CVC-ClinicDB Kvasir Kvasir-SEG

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