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Papers Benchmarks Datasets Tasks

Video Polyp Segmentation research benchmarks · SOTA2 Research

Video Polyp Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SUN-SEG Hard (Unseen)

89.4S Alpha Score

81

Jul 1, 2026

SUN-SEG Easy (Seen)

94.4S_alpha

63

Jun 19, 2026

SUN-SEG Easy (Unseen)

87S-alpha Score

61

Jul 1, 2026

SUN-SEG Hard (test)

0.876Dice

28

Feb 26, 2026

SUN-SEG Easy (test)

87.5Dice

28

Feb 26, 2026

CVC-300-TV (test)

98.6Eφ

21

Feb 26, 2026

CVC-612-V (test)

89.7Dice

15

Apr 14, 2026

Polypgen 23 sequence videos

80.8mDice

9

Feb 26, 2026

SUN-SEG Hard (Seen)

88.7S_alpha

9

Feb 26, 2026

85.2mDice

8

Apr 14, 2026

87.6mDice

8

Apr 14, 2026

87.5maxDice

7

Feb 26, 2026

93.3Max Dice

7

Feb 26, 2026

CVC-612 V8 (test)

88.2mDic

7

Feb 26, 2026

CVC-612 8 (test)

84.6mDic

7

Feb 26, 2026

Popular datasets

CVC-612 SUN-SEG CVC PolypGen

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