Semantic Segmentation on Kvasir-SEG
89.03mIoUCM-GLasso
Evaluation Results
| Method | Links | |
|---|---|---|
| CM-GLasso2026.04 | 89.03 | |
| PolypMixNet2026.04 | 88.85 | |
| SM-AdaptFormerImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.08 | 88.76 | |
| AdaptFormerImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.08 | 88.53 | |
| SAMUSImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false, Input image size=256 × 2562024.08 | 88.28 | |
| GSAMImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.08 | 87.83 | |
| MedFoundX2026.04 | 86.68 | |
| Polyp-PVT2026.04 | 86.4 | |
| DeepLabv3+Image type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.08 | 86.21 | |
| ConvLoRAImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.08 | 85.2 | |
| LoRAImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.08 | 82.2 | |
| U-NetImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=true2024.08 | 80.99 | |
| SAMImage type=Endoscopic, Class=2, Image size=224 × 224, Random crop=224 × 224 + padding, Random cropping applied=false2024.08 | 75.94 |