Semantic Segmentation on PH2
Average Dice
- 2022-03-27 — MFSNet: Average Dice 95.4
- 2024-09-04 — MobileUNETR: Average Dice 95.7
| Rank | Model | Average Dice | Average IOU | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | MobileUNETR | 95.70 | 92.30 | MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | osupcvlab/mobileunetr | 2024 |
| 2 | MFSNet | 95.4 | 0.914 | MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation | rohit-kundu/mfsnet · hritam-98/MFSNet | 2022 |
| 3 | MobileUNETR | 95.70 | 92.30 | MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | osupcvlab/mobileunetr | 2024 |
| 4 | MFSNet | 95.4 | 0.914 | MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation | rohit-kundu/mfsnet · hritam-98/MFSNet | 2022 |