Metric: IoU (higher is better)
| # | Model↕ | IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MDM | 85.13 | No | Masked Diffusion as Self-supervised Representati... | 2023-08-10 | Code |
| 2 | UCTransNet | 82.96 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 3 | Trans2Unet | 82.54 | No | Trans2Unet: Neural fusion for Nuclei Semantic Se... | 2024-07-24 | - |
| 4 | U-Net++ | 79.13 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 5 | HistoSeg | 76.73 | No | HistoSeg : Quick attention with multi-loss funct... | 2022-09-01 | Code |
| 6 | U-Net | 74.78 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 7 | MedT | 69.61 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |
| 8 | LoGo | 67.69 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |
| 9 | U-Net | 63.03 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |