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Polyp Segmentation research benchmarks – Page 4 · SOTA2 Research

Polyp Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

64.11Dice

12

Feb 26, 2026

88.72Dice

12

Feb 26, 2026

Kvasir-SEG Unseen dataset (test)

86.06DSC

12

Feb 26, 2026

ColonDB (Unseen)

85.9mDice

12

Feb 26, 2026

ClinicDB Seen (test)

95.3Dice Score

12

Feb 26, 2026

Kvasir-SEG Seen (test)

94.7Dice

12

Feb 26, 2026

0.854Dice

11

Feb 26, 2026

BKAI-IGH External

81.63Dice

11

Feb 26, 2026

ETIS-Larib External

70.94Dice

11

Feb 26, 2026

84.78Dice

11

Feb 26, 2026

77DSC

11

Feb 26, 2026

CVC-ColonDB 57 (test)

77.5DSC

11

Feb 26, 2026

CVC-300 61 (test)

89.9DSC

11

Feb 26, 2026

Kvasir-SEG 30 (test)

90.7DSC

11

Feb 26, 2026

CVC-ClinicDB 5 (test)

93.9DSC

11

Feb 26, 2026

Kvasir-SEG 1.0 (test)

81mIoU

11

Feb 26, 2026

Kvasir-SEG (880/120)

84.8mIoU

11

Feb 26, 2026

Polyp Average (test)

Ours (TTDG-MGM)

87.32DSC

10

Feb 26, 2026

Polyp Site D (test)

Ours (TTDG-MGM)

83.97DSC

10

Feb 26, 2026

Polyp Site C (test)

89.29DSC

10

Feb 26, 2026

Polyp Site B (test)

Ours (TTDG-MGM)

87.49DSC

10

Feb 26, 2026

Polyp Site A (test)

Ours (TTDG-MGM)

90.97DSC

10

Feb 26, 2026

Polyp Segmentation Average (Sites A, B, C, D) (test)

81.75DSC

10

Feb 26, 2026

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

83.86DSC

10

Feb 26, 2026

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

84.97DSC

10

Feb 26, 2026

Page 4 of 8

Popular datasets

Polyp Segmentation PolypGen CVC-ClinicDB Kvasir Kvasir-SEG

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