Medical Image Segmentation on BUSI, GlaS, and ThyR average
75.8IoUNoiseUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NoiseUNetGflops=8.98, Params (M)=4.752026.06 | 75.8 | 85.36 | |
| U-NetGflops=8.98, Params (M)=4.752026.06 | 74.67 | 84.65 | |
| U-Net++Gflops=1109, Params (M)=36.62026.06 | 73.67 | 83.77 | |
| Seg. U-KANGflops=14.02, Params (M)=6.352026.06 | 73.38 | 83.76 | |
| U-NeXtGflops=4.58, Params (M)=1.472026.06 | 72.51 | 83.09 | |
| Rolling-UNetGflops=16.82, Params (M)=1.782026.06 | 71.31 | 82.28 | |
| U-MambaGflops=2087, Params (M)=86.32026.06 | 70.41 | 81.46 |