Tumor Segmentation on ISPY1 Dataset (test)
72.48DSCSupervised (S + T)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Supervised (S + T)Data Source=Source and target combined, Evaluation Protocol=Upper Bound2025.06 | 72.48 | 8.8684 | 6.3187 | |
| Supervised (T)Data Source=Target only, Evaluation Protocol=Upper Bound2025.06 | 70.1 | 9.7768 | 8.1711 | |
| MuViEvaluation Protocol=Test-Time Adaptation, Normalization=Instance Normalization2025.06 | 70.01 | 6.1374 | 5.185 | |
| InTentEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 66.06 | 10.0681 | 7.9732 | |
| MuViEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 65.88 | 8.7271 | 6.9601 | |
| 3D UNet (IP)Patch Configuration=Isotropic Patches, Evaluation Protocol=Baseline, Normalization=Batch Normalization2025.06 | 65.86 | 12.8004 | 10.5284 | |
| MEMOEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 65.86 | 12.8885 | 10.6552 | |
| MEMOEvaluation Protocol=Test-Time Adaptation, Normalization=Instance Normalization2025.06 | 65.68 | 9.2749 | 7.5669 | |
| 3D UNet (IP)Patch Configuration=Isotropic Patches, Normalization=Instance Normalization, Evaluation Protocol=Baseline2025.06 | 65.64 | 9.3165 | 7.5948 | |
| BNAdaptEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 65.59 | 13.5064 | 10.9942 | |
| PTNEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 62.84 | 19.979 | 14.3163 | |
| TentEvaluation Protocol=Test-Time Adaptation, Normalization=Batch Normalization2025.06 | 62.84 | 19.9792 | 14.3162 | |
| 3D UNet (AP)Patch Configuration=Anisotropic Patches, Normalization=Instance Normalization, Evaluation Protocol=Baseline2025.06 | 58.23 | 21.3682 | 16.1128 | |
| 3D UNet (AP)Patch Configuration=Anisotropic Patches, Evaluation Protocol=Baseline, Normalization=Batch Normalization2025.06 | 54.26 | 28.1163 | 21.1092 |