Gland Segmentation on GlaS (test)
91.49F1 ScorePhi-SegNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Phi-SegNet2026.01 | 91.49 | 90.96 | 83.83 | 90.79 | 90.68 | 92.43 | 2.3477 | |
| CPFNet2026.01 | 91.02 | 90.56 | 82.87 | 90.75 | 90.64 | 91.41 | 2.9475 | |
| CE-Net2026.01 | 90.57 | 89.91 | 82.53 | 90.02 | 92.31 | 88.91 | 2.3485 | |
| Twin-SegNet2026.01 | 90.53 | 90.06 | 82.54 | 90.07 | 87.93 | 93.3 | 2.8476 | |
| TransAttUNet2026.01 | 89.61 | 88.66 | 80.53 | 88.89 | 86.73 | 92.7 | 3.269 | |
| UNet++2026.01 | 88.97 | 85.43 | 79 | 88.01 | 84.51 | 73.95 | 3.3494 | |
| MEW-UNet2026.01 | 87.92 | 86.85 | 77.87 | 87.47 | 88.25 | 88.06 | 3.3747 | |
| AAU-Net2026.01 | 87.65 | 86.27 | 76.37 | 87.12 | 87.47 | 87.83 | 3.3333 | |
| Y-Net2026.01 | 86.88 | 84.78 | 74.5 | 86.14 | 88.29 | 85.53 | 3.6409 | |
| ResUNet++2026.01 | 83.87 | 81.62 | 71.09 | 82.97 | 84.96 | 82.82 | 4.2321 | |
| PraNet2026.01 | 81.48 | 80.36 | 67.26 | 77.91 | 73.67 | 91.15 | 16.9096 | |
| MedTBackbone=Transformer, Supervision=Fully2023.07 | 81.02 | 82.08 | 69.61 | — | — | — | — | |
| ResUNetBackbone=U-Net, Supervision=Fully2023.07 | 78.83 | 79.48 | 65.95 | — | — | — | — | |
| MSSGBackbone=PSPNet, Supervision=None2023.07 | 78.26 | 77.09 | 62.72 | — | — | — | — | |
| UnetBackbone=U-Net, Supervision=Fully2023.07 | 77.78 | 79.04 | 65.34 | — | — | — | — | |
| DSMBackbone=PSPNet, Supervision=None2023.07 | 68.18 | 66.92 | 49.92 | — | — | — | — | |
| UNet2026.01 | 67.67 | 65.98 | 51.14 | 51.18 | 51.08 | 51.85 | 68.4656 | |
| SGSCNBackbone=PSPNet, Supervision=None, Is_end_to_end_clustering=true2023.07 | 67.62 | 68.72 | 52.16 | — | — | — | — | |
| PiCIEBackbone=PSPNet, Supervision=None, Is_end_to_end_clustering=true2023.07 | 64.98 | 65.61 | 48.77 | — | — | — | — | |
| DeepClusterBackbone=PSPNet, Supervision=None, Is_end_to_end_clustering=true2023.07 | 57.03 | 57.32 | 40.17 | — | — | — | — | |
| DINOBackbone=PSPNet, Supervision=None2023.07 | 56.93 | 57.38 | 40.23 | — | — | — | — | |
| Randomly InitialBackbone=PSPNet, Supervision=None2023.07 | 49.72 | 48.63 | 32.13 | — | — | — | — |