Tumor Core Segmentation on Pretreat-MetsToBrain-Masks (test)
71.36Dice 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 | 71.36 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T1ce, Training Epochs=10002026.01 | 71.35 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T2, Training Epochs=10002026.01 | 70.89 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Full modality, Active Modalities=T1, T2, T1ce, FLAIR, Training Epochs=10002026.01 | 70.75 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=FLAIR, Training Epochs=10002026.01 | 66.23 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1, T1ce, Training Epochs=10002026.01 | 65.05 | — | |
| mmFormerScenario=Full modality, Active Modalities=T1, T2, T1ce, FLAIR, Training Epochs=10002026.01 | 63.97 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T2, Training Epochs=10002026.01 | 63.92 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, FLAIR, Training Epochs=10002026.01 | 63.65 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T1ce, Training Epochs=10002026.01 | 63.53 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1, T2, Training Epochs=10002026.01 | 63.33 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Missing 1 modality, Missing Modality=T1, Training Epochs=10002026.01 | 60.85 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T1, Training Epochs=10002026.01 | 60.5 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, T1ce, Training Epochs=10002026.01 | 60.39 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T2, FLAIR, Training Epochs=10002026.01 | 60.17 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=FLAIR, Training Epochs=10002026.01 | 59.87 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T1ce, FLAIR, Training Epochs=10002026.01 | 59.86 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=FLAIR, Training Epochs=10002026.01 | 58.04 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1, T2, Training Epochs=10002026.01 | 56.47 | — | |
| mmFormerScenario=Missing 1 modality, Missing Modality=T1, Training Epochs=10002026.01 | 55.72 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T1ce, FLAIR, Training Epochs=10002026.01 | 55.25 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T1, Training Epochs=10002026.01 | 54.92 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T2, FLAIR, Training Epochs=10002026.01 | 54.82 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=FLAIR, Training Epochs=10002026.01 | 53.32 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 2 modalities, Active Modalities=T2, T1ce, Training Epochs=10002026.01 | 53.02 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T1ce, Training Epochs=10002026.01 | 50.27 | — | |
| mmFormerScenario=Remain 2 modalities, Active Modalities=T2, T1ce, Training Epochs=10002026.01 | 47.98 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T1ce, Training Epochs=10002026.01 | 47.42 | — | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Remain 1 modality, Active Modalities=T2, Training Epochs=10002026.01 | 42.27 | — | |
| mmFormerScenario=Remain 1 modality, Active Modalities=T2, Training Epochs=10002026.01 | 40.61 | — | |
| mmFormerScenario=Average Across Scenarios, Training Epochs=10002026.01 | — | 56.19 | |
| mmFormer (Region-wise Curriculum Learning Strategy)Scenario=Average Across Scenarios, Training Epochs=10002026.01 | — | 61.6 |