Whole Tumor Segmentation on Pretreat-MetsToBrain-Masks (test)
73.16Dice ScoremmFormer (Region-wise Curriculum Learning Strategy)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1, FLAIR, Training Epochs=10002026.01 | 73.16 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T1ce, Training Epochs=10002026.01 | 73.15 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T2, Training Epochs=10002026.01 | 72.71 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Full modality, Active Modalities=T1, T2, T1ce, FLAIR, Training Epochs=10002026.01 | 72.52 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=FLAIR, Training Epochs=10002026.01 | 68.08 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1, T1ce, Training Epochs=10002026.01 | 66.92 | — | |
| mmFormerScenario=Full modality, Active Modalities=T1, T2, T1ce, FLAIR, Training Epochs=10002026.01 | 65.92 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T2, Training Epochs=10002026.01 | 65.81 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, FLAIR, Training Epochs=10002026.01 | 65.65 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T1ce, Training Epochs=10002026.01 | 65.51 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1, T2, Training Epochs=10002026.01 | 65.33 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T1, Training Epochs=10002026.01 | 63.06 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T1, Training Epochs=10002026.01 | 62.55 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, T1ce, Training Epochs=10002026.01 | 62.49 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T2, FLAIR, Training Epochs=10002026.01 | 62.33 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1ce, FLAIR, Training Epochs=10002026.01 | 62.06 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=FLAIR, Training Epochs=10002026.01 | 62.03 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=FLAIR, Training Epochs=10002026.01 | 60.39 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, T2, Training Epochs=10002026.01 | 58.83 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T1, Training Epochs=10002026.01 | 58.22 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T1, Training Epochs=10002026.01 | 58.02 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1ce, FLAIR, Training Epochs=10002026.01 | 57.28 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T2, FLAIR, Training Epochs=10002026.01 | 57.2 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=FLAIR, Training Epochs=10002026.01 | 55.71 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T2, T1ce, Training Epochs=10002026.01 | 55.47 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T1ce, Training Epochs=10002026.01 | 52.7 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T2, T1ce, Training Epochs=10002026.01 | 50.5 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T1ce, Training Epochs=10002026.01 | 49.78 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T2, Training Epochs=10002026.01 | 44.9 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T2, Training Epochs=10002026.01 | 42.57 | — | |
| mmFormerScenario=Average Across Scenarios, Training Epochs=10002026.01 | — | 58.37 | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Average Across Scenarios, Training Epochs=10002026.01 | — | 63.69 |