Pancreas Segmentation on CT-150
Precision
- 2015-05-18 — U-Net: Precision 0.848
- 2018-04-11 — Att U-Net: Precision 0.849
| Rank | Model | Precision | Recall | Dice Score | Paper | Code | Year |
|---|---|---|---|---|---|---|---|
| 1 | Att U-Net | 0.849 | 0.841 | – | Attention U-Net: Learning Where to Look for the Pancreas | PaddlePaddle/PaddleSeg · LeeJunHyun/Image_Segmentation · bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets · +34 | 2018 |
| 2 | U-Net | 0.848 | 0.806 | 0.814 | U-Net: Convolutional Networks for Biomedical Image Segmentation | labmlai/annotated_deep_learning_paper_implementations · milesial/Pytorch-UNet · open-mmlab/mmsegmentation · +484 | 2015 |
| 3 | Att U-Net | 0.849 | 0.841 | – | Attention U-Net: Learning Where to Look for the Pancreas | PaddlePaddle/PaddleSeg · LeeJunHyun/Image_Segmentation · bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets · +34 | 2018 |
| 4 | U-Net | 0.848 | 0.806 | 0.814 | U-Net: Convolutional Networks for Biomedical Image Segmentation | labmlai/annotated_deep_learning_paper_implementations · milesial/Pytorch-UNet · open-mmlab/mmsegmentation · +484 | 2015 |