Neural Segmentation on MTNeuro Cells&Vessels (small) (test)
1.13HDScale-Aware SSL (Random)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Scale-Aware SSL (Random)Patch size=L/42026.01 | 1.13 | 73.1 | |
| Scale-Aware SSL (Random)Patch size=L/22026.01 | 1.16 | 73.6 | |
| Scale-Aware SSL (Random)Patch size=L/82026.01 | 1.16 | 73.3 | |
| Scale-Aware SSL (Distance)Patch size=L/22026.01 | 1.18 | 73.6 | |
| Scale-Aware SSL (Distance)Patch size=L/42026.01 | 1.18 | 73.4 | |
| Scale-Aware SSL (Distance)Patch size=L/82026.01 | 1.3 | 72.5 | |
| SSLInput=Full-slice2026.01 | 1.78 | 68.5 | |
| SupervisedInput=Full-slice2026.01 | 1.85 | 68.6 | |
| VICRegLInput=Full-slice2026.01 | 48.99 | 34 |