Lesion Segmentation on Unspecified Lesion Dataset (test)
89.97DicennU-Net (2D)*
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| nnU-Net (2D)*Params (M)=30.06, GFLOPs=16.09, Epochs=1000, Inference time (ms/slice)=598.5**2026.07 | 89.97 | 81.77 | 92.05 | 87.98 | 7.98 | 93.76 | 88.78 | |
| EPRA U-NetParams (M)=7.44, GFLOPs=6.02, Epochs=60, Inference time (ms/slice)=33.97*2026.07 | 89.84 | 81.55 | 90.82 | 88.87 | 11.62 | 93.78 | 89.25 | |
| UNet++Params (M)=26.28, GFLOPs=18.41, Epochs=60, Inference time (ms/slice)=37.702026.07 | 87.99 | 78.56 | 91.71 | 84.56 | 14 | 92.42 | 85.9 | |
| TransUNetParams (M)=92.84, GFLOPs=7.43, Epochs=60, Inference time (ms/slice)=93.712026.07 | 86.43 | 76.1 | 89.13 | 83.88 | 13.41 | 90.56 | 84.88 | |
| DeepLabV3+Params (M)=22.44, GFLOPs=7.88, Epochs=60, Inference time (ms/slice)=25.832026.07 | 85.37 | 74.48 | 88.06 | 82.85 | 16.72 | 92.5 | 83.84 |