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Image Segmentation research benchmarks – Page 5 · SOTA2 Research

Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KvasirCapsule-SEG

ResUNet (GRSL'18)

95.32DSC

5

Feb 26, 2026

16Iterations

4

Jul 3, 2026

79.36IoU

4

Jun 30, 2026

88.9Accuracy

4

May 8, 2026

90.3Accuracy

4

May 8, 2026

43.8Stroke Dice

4

Apr 6, 2026

65.1Dice (WT)

4

Apr 6, 2026

44.13mIoU

4

Apr 2, 2026

Brain tumor MR images (test)

0.968Precision

4

Feb 26, 2026

CrackForest (CFD) 51 (test)

0.968mIoU

4

Feb 26, 2026

39.6I-Seg

4

Feb 26, 2026

43.9I-Seg

4

Feb 26, 2026

60.1I-Seg

4

Feb 26, 2026

56.9I-Seg

4

Feb 26, 2026

53.5I-Seg Score

4

Feb 26, 2026

PascalVOC-SP (test)

37.6F1 Score

3

Jun 26, 2026

Keyhole Segmentation Dataset Small Image 1.0 (test)

4.31Inference Time (ms)

3

Jun 16, 2026

92.53mDSC

3

Mar 31, 2026

91.66ASR

3

Mar 18, 2026

94.2IoU

3

Feb 26, 2026

82.4DSC

2

Jun 8, 2026

44.31mIoU

2

Mar 10, 2026

90.45Precision

2

Mar 9, 2026

80.82Precision

2

Mar 9, 2026

90.21Precision

2

Mar 9, 2026

Page 5 of 6

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