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Papers Benchmarks Datasets Tasks

Polyp Segmentation research benchmarks – Page 6 · SOTA2 Research

Polyp Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BKAI-IGH (test)

59.98mIoU

8

Feb 26, 2026

PolypGen C6 (test)

63.35mIoU

8

Feb 26, 2026

PolypGen C5 (test)

35.97mIoU

8

Feb 26, 2026

PolypGen C4 (test)

46.01mIoU

8

Feb 26, 2026

PolypGen Video Sequence 23 (test)

47.17mIoU

8

Feb 26, 2026

66.08mIoU

8

Feb 26, 2026

65.38mIoU

8

Feb 26, 2026

60.58mIoU

8

Feb 26, 2026

Kvasir-SEG Scenario 6 (5-fold cross-validation)

AG-CUResNeSt-101

0.912mDice

8

Feb 26, 2026

78.4mDice

7

Feb 26, 2026

Kvasir 22 (test)

91.5mDice

7

Feb 26, 2026

CVC-ClinicDB 1 (test)

93.3mDice

7

Feb 26, 2026

CVC-ColonDB 49 (test)

0.781Dice

7

Feb 26, 2026

CVC-300 50 (test)

0.913mDice

7

Feb 26, 2026

CVC-300 62 images

85.02mIoU

7

Feb 26, 2026

91.8Dice Coefficient

7

Feb 26, 2026

90.1Dice Coefficient

7

Feb 26, 2026

Polyp Segmentation

11.38GFlops

7

Feb 26, 2026

CVC-Clinic Scenario 1 (test)

AG-CUResNeSt-101

83.3mDice

7

Feb 26, 2026

92.5Sα Score

6

Mar 16, 2026

PolypGen Center 1

59.45mIoU

6

Mar 10, 2026

Polyp Kvasir and CVC (out-of-domain)

FCBFormer + S2S2

92.85Dice Score (Kvasir-CVC)

6

Feb 26, 2026

SUN-SEG Hard (test)

85.4Dice

6

Feb 26, 2026

SUN-SEG Easy (test)

85.3Dice

6

Feb 26, 2026

CVC-ClinicDB 2 (test)

94.69mDice

6

Feb 26, 2026

Page 6 of 8

Popular datasets

Polyp Segmentation PolypGen CVC-ClinicDB Kvasir Kvasir-SEG

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