Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Hi-gMISnet | 93.25 | No | - | - | Code |
| 2 | MDM | 91.95 | No | Masked Diffusion as Self-supervised Representati... | 2023-08-10 | Code |
| 3 | UCTransNet | 90.18 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 4 | Trans2Unet | 89.84 | No | Trans2Unet: Neural fusion for Nuclei Semantic Se... | 2024-07-24 | - |
| 5 | U-Net++ | 87.56 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 6 | U-Net | 85.45 | No | UCTransNet: Rethinking the Skip Connections in U... | 2021-09-09 | Code |
| 7 | MedT | 81.02 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |
| 8 | LoGo | 79.68 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |
| 9 | U-Net | 76.26 | No | Medical Transformer: Gated Axial-Attention for M... | 2021-02-21 | Code |