List your company
ResearchFormerly WizWand

Semantic Segmentation on Synapse

72.78mIoUGSAM
18.575232.647646.7260.7924Aug 22, 2024
Updated 6mo ago

Evaluation results

MethodLinks
GSAMImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0872.78
SM-AdaptFormerImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0866.06
AdaptFormerImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0861.28
DeepLabv3+Image type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0860.6
U-NetImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0857.31
ConvLoRAImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0843.41
SAMImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0840.61
LoRAImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0839.08
SAMUSImage type=CT, Class=9, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false, Input image size=256 × 2562024.0820.66