Skin Lesion Segmentation on ISIC 2016
96.28Dice Score (D)M-BFF-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M-BFF-Net2025.10 | 96.28 | 90.28 | 97.39 | 94.85 | 98.46 | — | |
| TBconvL-Net2025.10 | 95.45 | 89.47 | 97.05 | 94.02 | 97.68 | — | |
| Rad-VLSM2026.05 | 93.68 | — | — | — | — | 88.43 | |
| BSBP-RWKV2026.05 | 93.51 | — | — | — | — | 88.47 | |
| EoSeg2026.06 | 93.22 | 87.93 | 96.73 | — | — | — | |
| Med-DisSeg2026.05 | 93.1 | 87.4 | — | — | — | — | |
| ADZUSVenue=MDPI Bioengineering 20252026.05 | 92.9 | 86.7 | — | — | — | — | |
| Zig-RiR2026.05 | 92.87 | — | — | — | — | 88.18 | |
| SET2026.06 | 92.7 | 86.97 | 96.38 | — | — | — | |
| FCBFormer2026.05 | 92.62 | — | — | — | — | 87.12 | |
| FAC-Net2026.06 | 92.51 | 86.23 | 96.09 | — | — | — | |
| CondSegVenue=AAAI 20252026.05 | 92.5 | 86.8 | — | — | — | — | |
| H2Former2026.05 | 92.41 | — | — | — | — | 86.45 | |
| MiM-ISTD2026.05 | 92.25 | — | — | — | — | 86.28 | |
| EIU-NetVenue=Comput. Biol. Med. 20232026.05 | 91.9 | 85.5 | — | — | — | — | |
| CE-Net2026.06 | 91.9 | 85.91 | 95.96 | — | — | — | |
| CTO2026.05 | 91.89 | — | — | — | — | 85.18 | |
| FAT-NetVenue=Med Image Anal 20222026.05 | 91.6 | 85.3 | — | — | — | — | |
| FAT-Net2025.10 | 91.59 | 85.3 | 96.04 | 92.59 | 96.02 | — | |
| BATFormer2026.06 | 91.57 | 85.66 | 95.83 | — | — | — | |
| APFormer2026.06 | 91.41 | 85.59 | 95.6 | — | — | — | |
| DCSAU-NetVenue=Comput. Biol. Med. 20232026.05 | 91.4 | 85.3 | — | — | — | — | |
| TransUnet2026.06 | 91.35 | 85.83 | 95.57 | — | — | — | |
| TransUNet2026.05 | 91.31 | — | — | — | — | 84.96 | |
| SegFormer2026.05 | 91.31 | — | — | — | — | 84.96 | |
| FAT-Net2026.06 | 91.25 | 85.22 | 95.78 | — | — | — | |
| UNeXt2026.05 | 91.03 | — | — | — | — | 83.97 | |
| STM-UNet2026.05 | 90.94 | — | — | — | — | 84.63 | |
| CE-NetVenue=TMI 20192026.05 | 90.9 | 84.6 | — | — | — | — | |
| ARU-GD2025.10 | 90.83 | 85.12 | 94.38 | 89.86 | 94.65 | — | |
| CPFNetVenue=TMI 20202026.05 | 90.7 | 84.2 | — | — | — | — | |
| UCTransNet2026.05 | 90.58 | — | — | — | — | 84.14 | |
| nnUNet2026.05 | 90.45 | — | — | — | — | 84.52 | |
| U-NetVenue=MICCAI 20152026.05 | 90.3 | 83.6 | — | — | — | — | |
| Meta-Polyp2025.10 | 90.23 | 83.81 | 95.09 | 92.11 | 95.91 | — | |
| EGE-UNet2026.05 | 90.19 | — | — | — | — | 81.88 | |
| DeepLabv3+2026.05 | 90.12 | — | — | — | — | 84.35 | |
| Swin-Unet2026.05 | 90.12 | — | — | — | — | 83.21 | |
| VM-UNet2026.05 | 90.07 | — | — | — | — | 82.83 | |
| Ms-Red2026.06 | 89.96 | 83.44 | 94.57 | — | — | — | |
| Duck-Net2025.10 | 89.95 | 84.27 | 95.67 | 93.14 | 94.68 | — | |
| RA-Net2025.10 | 89.95 | 84.27 | 95.67 | 93.14 | 94.68 | — | |
| UNet2026.05 | 89.84 | — | — | — | — | 83.15 | |
| UNet++2025.10 | 89.19 | 82.81 | 93.88 | 88.78 | 93.52 | — | |
| Swin-Unet2025.10 | 88.94 | 87.6 | 96 | 92.27 | 95.79 | — | |
| U-Net2025.10 | 88.24 | 81.38 | 93.31 | 87.28 | 92.88 | — | |
| MALUNet2026.05 | 88.12 | — | — | — | — | 80.25 | |
| Att-UNet2026.05 | 87.43 | — | — | — | — | 79.7 | |
| BCDU-Net2025.10 | 80.95 | 83.43 | 91.78 | 78.11 | 96.2 | — |