Medical Image Segmentation on Kidney Stone (test)
77.43Dice ScoreDCSNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCSNetCategory=Pretrained, Params=59.42M, GFLOPs=46.862026.06 | 77.43 | 64.48 | 76.87 | 9.9 | |
| TransUNetCategory=Pretrained, Params=105.91M, GFLOPs=32.232026.06 | 73.36 | 64.02 | 76.47 | 10.06 | |
| G-CASCADECategory=Pretrained, Params=30.96M, GFLOPs=5.542026.06 | 72.88 | 62.35 | 72.77 | 10.63 | |
| TransFuseCategory=Pretrained, Params=143.54M, GFLOPs=62.102026.06 | 71.71 | 61.07 | 73.73 | 11.81 | |
| UNet++Category=Non-pretrained, Params=9.16M, GFLOPs=34.912026.06 | 71.1 | 61.85 | 77.5 | 21.1 | |
| Mask R-CNNCategory=Pretrained, Params=43.92M, GFLOPs=25.902026.06 | 69.52 | 57.72 | 75.3 | 16.63 | |
| SvANetCategory=Pretrained, Params=177.19M, GFLOPs=29.742026.06 | 67.47 | 57.36 | 74.16 | 18.62 | |
| UNetCategory=Non-pretrained, Params=31.03M, GFLOPs=54.732026.06 | 67.39 | 57.87 | 77.69 | 24.89 | |
| Attention-UNetCategory=Non-pretrained, Params=34.88M, GFLOPs=66.632026.06 | 66.33 | 56.93 | 77.23 | 23.9 | |
| CaraNetCategory=Non-pretrained, Params=46.02M, GFLOPs=11.502026.06 | 63.94 | 53.35 | 72.3 | 15.01 |