Segmentation on TMJ Skull (val)
90.3DiceMONAI MAE ViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MONAI MAE ViTLoss=L2 Loss, Evaluation Protocol=linear probing2025.12 | 90.3 | 2.53 | 0.49 | |
| BertsWinMAELoss=L2, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 87.8 | 3.47 | 0.8 | |
| BertsWinMAELoss=L2, Trainer=AdamW, Evaluation Protocol=linear probing2025.12 | 86.9 | 3.25 | 0.76 | |
| BertsWinMAELoss=PhysLoss, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 82.7 | 10.04 | 1.82 | |
| BertsWinMAELoss=MVC Loss, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 80.3 | 12.4 | 2.82 | |
| SAM Med3DEvaluation Protocol=linear probing2025.12 | 69.1 | 10.43 | 2.45 | |
| BertsWinMAEInitialization=Random, Evaluation Protocol=linear probing2025.12 | 55.5 | 9.47 | 3.09 | |
| MONAI MAE ViTInitialization=Random, Evaluation Protocol=linear probing2025.12 | 27.2 | 26.53 | 9.56 |