Prostate cancer lesion segmentation on Prostate cancer PET/CT (test)
58Mean DSCAttention U-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Attention U-NetLoss Function=L1DFL2025.02 | 58 | 66 | — | |
| SegResNetLoss Function=L1DFL2025.02 | 57 | 68 | — | |
| Attention U-NetLoss Function=DL2025.02 | 54 | 58 | 0.4 | |
| SegResNetLoss Function=DL2025.02 | 52 | 60 | 23.5 | |
| SegResNetLoss Function=DFL2025.02 | 52 | 59 | 1.5 | |
| U-NetLoss Function=L1DFL2025.02 | 52 | 60 | — | |
| Attention U-NetLoss Function=DFL2025.02 | 51 | 54 | 0.1 | |
| SAM-Med3DLoss Function=Finetuned (DCE)2025.02 | 51 | 51 | 71.2 | |
| U-NetLoss Function=DL2025.02 | 49 | 55 | 19.7 | |
| U-NetLoss Function=DFL2025.02 | 49 | 54 | 16.5 | |
| SAM-Med3DLoss Function=L1DFL2025.02 | 49 | 50 | — | |
| SAM-Med3DLoss Function=DL2025.02 | 48 | 51 | 29 | |
| SAM-Med3DLoss Function=DFL2025.02 | 48 | 51 | 25.4 | |
| UNETRLoss Function=DFL2025.02 | 39 | 46 | 51.8 | |
| UNETRLoss Function=L1DFL2025.02 | 39 | 48 | — | |
| UNETRLoss Function=DL2025.02 | 37 | 39 | 43.5 | |
| SAM-Med3DLoss Function=Zero-shot2025.02 | 31 | 26 | 0.1 |