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ResearchFormerly WizWand

Semantic Segmentation on Kvasir-SEG

89.03mIoUCM-GLasso
75.416478.950782.48586.0193Aug 22, 2024Nov 28, 2024Mar 7, 2025Jun 13, 2025Sep 20, 2025Dec 27, 2025Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CM-GLasso2026.0489.03
PolypMixNet2026.0488.85
SM-AdaptFormerImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0888.76
AdaptFormerImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0888.53
SAMUSImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false, Input image size=256 × 2562024.0888.28
GSAMImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0887.83
MedFoundX2026.0486.68
Polyp-PVT2026.0486.4
DeepLabv3+Image type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0886.21
ConvLoRAImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0885.2
LoRAImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0882.2
U-NetImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.0880.99
SAMImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.0875.94