Neural Segmentation on MTNeuro Axons large (test)
20.83HDScale-Aware SSL (Distance)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Scale-Aware SSL (Distance)Patch size=L/22026.01 | 20.83 | 81.7 | |
| Scale-Aware SSL (Distance)Patch size=L/82026.01 | 23.27 | 79.6 | |
| Scale-Aware SSL (Random)Patch size=L/42026.01 | 23.3 | 80 | |
| Scale-Aware SSL (Random)Patch size=L/82026.01 | 24.39 | 79 | |
| Scale-Aware SSL (Distance)Patch size=L/42026.01 | 24.52 | 81.4 | |
| Scale-Aware SSL (Random)Patch size=L/22026.01 | 25.06 | 80.9 | |
| VICRegLInput=Full-slice2026.01 | 29.84 | 58.9 | |
| SupervisedInput=Full-slice2026.01 | 41.25 | 80.5 | |
| SSLInput=Full-slice2026.01 | 43.02 | 80.3 |