Tumor Segmentation on PI-CAI 2022 (test)
0.499DSC2D H-DenseFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| 2D H-DenseFormerParams=4.25M, GFLOPs=31.462023.07 | 0.499 | 35.9 | 0.371 | |
| U-Net++Year=2019, Params=15.97M, GFLOPs=36.082023.07 | 0.497 | 38.5 | 0.369 | |
| Deeplabv3+Year=2018, Params=12.33M, GFLOPs=10.352023.07 | 0.474 | 48.4 | 0.354 | |
| TransunetYear=2021, Params=93.23M, GFLOPs=72.622023.07 | 0.448 | 59.3 | 0.332 | |
| ITUNetYear=2022, Params=18.13M, GFLOPs=32.672023.07 | 0.421 | 67.6 | 0.313 |