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Papers Benchmarks Datasets Tasks

Lesion Segmentation research benchmarks – Page 3 · SOTA2 Research

Lesion Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.408BBox Error

6

Feb 26, 2026

0.759BBox Score

6

Feb 26, 2026

0.729BBox Score

6

Feb 26, 2026

Unspecified Lesion Dataset (test)

89.97Dice

5

Jul 7, 2026

Medical Lesion Segmentation Dataset (test)

89.97Dice

5

Jul 7, 2026

MS lesion (test)

0.731Dice

5

Feb 26, 2026

2.55Mean Rank

5

Feb 26, 2026

MSD and Private CT Lesion Dataset 1.0 (test)

77.6DSC (Stone - Gall.)

5

Feb 26, 2026

86.2DSC

5

Feb 26, 2026

83.69DSC

5

Feb 26, 2026

0.866DSC

5

Feb 26, 2026

Wills Eye Hospital (external)

59.2IoU

3

Apr 16, 2026

Attention-DeepLab

7.63AP (MA)

3

Feb 26, 2026

84.2Dice Score

3

Feb 26, 2026

78.3Dice Score

3

Feb 26, 2026

Foundation Models challenge Hidden CVPR 2026 (test)

73.9DSC

2

Jun 30, 2026

CVPR Foundation Models challenge 2026 (val)

79.43DSC (%)

2

Jun 30, 2026

84.22IoU

2

Apr 23, 2026

Mix-Seq Abdomen

85.62DICE

2

Mar 30, 2026

83.28DICE

2

Mar 30, 2026

77.56DICE

2

Mar 30, 2026

87.49DICE

2

Mar 30, 2026

94.52DICE

2

Mar 30, 2026

91.94DICE

2

Mar 30, 2026

86.92DICE

2

Mar 30, 2026

Page 3 of 4

Popular datasets

MSD Gastrointestinal Lesion KiTS ISIC DDR

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