Segmentation on TMJ Mandible (val)
78.5DiceMONAI MAE ViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MONAI MAE ViTLoss=L2 Loss, Evaluation Protocol=linear probing2025.12 | 78.5 | 3.74 | 1.23 | |
| BertsWinMAELoss=L2, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 77.7 | 3.92 | 1.17 | |
| BertsWinMAELoss=L2, Trainer=AdamW, Evaluation Protocol=linear probing2025.12 | 77.4 | 4.53 | 1.53 | |
| BertsWinMAELoss=PhysLoss, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 76 | 4.84 | 1.61 | |
| BertsWinMAELoss=MVC Loss, Trainer=GCond, Evaluation Protocol=linear probing2025.12 | 74.9 | 4.69 | 1.34 | |
| MONAI MAE ViTInitialization=Random, Evaluation Protocol=linear probing2025.12 | 68.8 | 13 | 2.64 | |
| SAM Med3DEvaluation Protocol=linear probing2025.12 | 62.6 | 6.87 | 2 | |
| BertsWinMAEInitialization=Random, Evaluation Protocol=linear probing2025.12 | 54 | 8.97 | 2.89 |