DWI Distortion assessment on PRIME
69.75Balanced Accuracyfew-shot biparametric prototypical network
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| few-shot biparametric prototypical networkLabel=Ours2026.06 | 69.75 | 61.11 | 61.1 | |
| SPNetDescription=Siamese-Prototype Network2026.06 | 64.15 | 52.66 | 51.4 | |
| SGPLDescription=Semantic Guided Prototype Learning2026.06 | 62.81 | 51.05 | 48.95 | |
| PNNDescription=Prototype-Neighbor Networks2026.06 | 60.55 | 48.3 | 45.2 | |
| PNetDescription=Prototypical Networks2026.06 | 56.42 | 40.25 | 36.8 | |
| FSL-5Description=Baseline2026.06 | 51.84 | 30.16 | 17.19 |