Brain Parcellation on HCP MRI dataset (test)
77.98Dice ScoreBrainSegNet
Evaluation results
| Method | Links | |
|---|---|---|
| BrainSegNetbackbone=ViT-B, status=Full Model2026.01 | 77.98 | |
| BrainSegNetbackbone=ViT-B, ablation=disable U-Net2026.01 | 77.12 | |
| BrainSegNetbackbone=ViT-B, ablation=remove BR2026.01 | 76.59 | |
| BrainSegNetbackbone=ViT-B, ablation=remove CSA2026.01 | 76.33 | |
| BrainSegNetbackbone=ViT-B, ablation=remove ASPP2026.01 | 75.93 | |
| FastSurferdescription=Used directly from GitHub for inference2026.01 | 74.31 | |
| MASAMpreprocessing=replaced enhancement with random flipping and random Gaussian noise2026.01 | 74.19 | |
| SAMfine-tuning=fine-tuned using the MASAM fine-tuning method2026.01 | 71.42 |