Semantic Segmentation on CRACKS facies
0.019HDScale-Aware SSL (Random Sampling)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Scale-Aware SSL (Random Sampling)Patch size=L/22026.01 | 0.019 | 87.1 | |
| SupervisedInput Mode=Full-slice2026.01 | 0.027 | 79.3 | |
| SSLInput Mode=Full-slice2026.01 | 0.029 | 79.2 | |
| Scale-Aware SSL (Distance Sampling)Patch size=L/22026.01 | 0.029 | 86.3 | |
| Scale-Aware SSL (Distance Sampling)Patch size=L/42026.01 | 0.086 | 80.2 | |
| Scale-Aware SSL (Random Sampling)Patch size=L/42026.01 | 0.178 | 76.3 | |
| VICRegLInput Mode=Full-slice2026.01 | 0.18 | 66.2 | |
| Scale-Aware SSL (Random Sampling)Patch size=L/82026.01 | 0.618 | 70.2 | |
| Scale-Aware SSL (Distance Sampling)Patch size=L/82026.01 | 0.821 | 69.4 |