Quality Prediction on ASL CBF Maps
1.04MSEICHOR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ICHORadaptation=LoRA, initialization=Self-Supervised 3D MAE, aggregation=mean across five outer folds2026.03 | 1.04 | 7.64 | 10.15 | 86.29 | 93.11 | |
| Randadaptation=LoRA, initialization=Random, aggregation=mean across five outer folds2026.03 | 1.21 | 8.14 | 10.96 | 83.99 | 92.03 | |
| BrainSegFounderadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 1.21 | 8.25 | 10.94 | 83.86 | 91.98 | |
| MedicalNetadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 1.31 | 8.29 | 11.32 | 82.54 | 91.21 | |
| BrainIACadaptation=LoRA, initialization=Pre-trained, aggregation=mean across five outer folds2026.03 | 1.44 | 8.72 | 11.97 | 80.94 | 90.3 |