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Papers Benchmarks Datasets Tasks

Brain lesion segmentation research benchmarks · SOTA2 Research

Brain lesion segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SwinUNETR + U-Harmony

71.59ET Score

14

Feb 26, 2026

BraTS-METS 2023

SwinUNETR + U-Harmony

74.48TC (Tumor Core)

14

Feb 26, 2026

SwinUNETR + U-Harmony

83.34ET

14

Feb 26, 2026

68.45Dice Coefficient

12

Feb 26, 2026

82.35Dice

12

Feb 26, 2026

Brain Lesion Datasets Seen

82.04Dice (Image-level)

6

Feb 26, 2026

64.5DSC

6

Feb 26, 2026

WMHsMix in-house (unseen)

0.751Average Dice Score

5

Feb 26, 2026

Tumour2 in-house (unseen)

82.93Dice Score

5

Feb 26, 2026

Tumour1 in-house (unseen)

85.45Dice Score

5

Feb 26, 2026

Popular datasets

BraTS TBI database Tumour1 Tumour2 WMHsMix

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