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ResearchFormerly WizWand

Semantic Segmentation on M-Building

80.69mIoUGSAM
48.637256.958665.2873.6014Aug 22, 2024
Updated 6mo ago

Evaluation results

MethodLinks
GSAMImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=true2024.0880.69
AdaptFormerImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false2024.0880.46
SM-AdaptFormerImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false2024.0880.41
U-NetImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=true2024.0877.73
ConvLoRAImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false2024.0877.32
LoRAImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false2024.0876.76
DeepLabv3+Image type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=true2024.0876.05
SAMImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false2024.0867.59
SAMUSImage type=Satellite, Class=2, Image size=1500 × 1500, Random crop=512 × 512, Random cropping applied=false, Input image size=256 × 2562024.0849.87