Metric: Dice Score (higher is better)
| # | Model↕ | Dice Score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FCT | 0.9302 | No | The Fully Convolutional Transformer for Medical ... | 2022-06-01 | Code |
| 2 | AgileFormer | 0.9255 | No | AgileFormer: Spatially Agile Transformer UNet fo... | 2024-03-29 | Code |
| 3 | RWKV-UNet | 0.9217 | No | RWKV-UNet: Improving UNet with Long-Range Cooper... | 2025-01-14 | Code |
| 4 | EMCAD | 0.9212 | No | EMCAD: Efficient Multi-scale Convolutional Atten... | 2024-05-11 | Code |
| 5 | Swin UNet | 0.9 | No | Swin-Unet: Unet-like Pure Transformer for Medica... | 2021-05-12 | Code |
| 6 | TransUNet | 0.8971 | No | TransUNet: Transformers Make Strong Encoders for... | 2021-02-08 | Code |