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ResearchFormerly WizWand

Medical Image Segmentation on ISIC 25 samples 2018 (train)

81.72Dice ScoreSimSiam
69.874472.949776.02579.1003Jan 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SimSiamEncoder Type=SSL, Training Sample Number=252026.0181.72
MoCov2Encoder Type=SSL, Training Sample Number=252026.0181.27
SegDINOEncoder Type=SSL, Training Sample Number=252026.0179.38
U-NetEncoder Type=Conv, Training Sample Number=252026.0178.94
DINO-AugSegEncoder Type=SSL, Training Sample Number=252026.0178.53
SegFormerEncoder Type=Trans, Training Sample Number=252026.0177.53
Attention-UnetEncoder Type=Conv, Training Sample Number=252026.0176.98
Unet++Encoder Type=Conv, Training Sample Number=252026.0176.73
MISSFormerEncoder Type=Trans, Training Sample Number=252026.0175.72
AIMv2Encoder Type=SSL, Training Sample Number=252026.0174.44
SegResNetEncoder Type=Conv, Training Sample Number=252026.0174.12
MAEEncoder Type=SSL, Training Sample Number=252026.0174.06
SwinUNETREncoder Type=Trans, Training Sample Number=252026.0173.04
MultiResUNetEncoder Type=Conv, Training Sample Number=252026.0172.06
SegNetEncoder Type=Conv, Training Sample Number=252026.0171.93
nn-UNetEncoder Type=Conv, Training Sample Number=252026.0170.33