Paper | Code | Dice Score | ModelName | ReleaseDate |
---|---|---|---|---|
The Fully Convolutional Transformer for Medical Image Segmentation | ✓ Link | 0.9302 | FCT | 2022-06-01 |
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation | ✓ Link | 0.9255 | AgileFormer | 2024-03-29 |
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation | ✓ Link | 0.9217 | RWKV-UNet | 2025-01-14 |
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation | ✓ Link | 0.9212 | EMCAD | 2024-05-11 |
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation | ✓ Link | 0.9 | Swin UNet | 2021-05-12 |
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation | ✓ Link | 0.8971 | TransUNet | 2021-02-08 |