Medical Image Segmentation on BraTS (N=387) (train)
86.4Mean Dice ScoreFull Sup.
Evaluation Results
| Method | Links | |
|---|---|---|
| Full Sup.Budget (%)=100%, Absolute count (B)=3872026.06 | 86.4 | |
| TypiClustBudget (%)=40%, Absolute count (B)=1552026.06 | 85.7 | |
| CSCSBudget (%)=40%, Absolute count (B)=1552026.06 | 85.7 | |
| FPSBudget (%)=40%, Absolute count (B)=1552026.06 | 85.5 | |
| ProbCoverBudget (%)=40%, Absolute count (B)=1552026.06 | 85.4 | |
| CSAL-3DBudget (%)=40%, Absolute count (B)=1552026.06 | 85.4 | |
| CSCSBudget (%)=30%, Absolute count (B)=1162026.06 | 85.4 | |
| RandomBudget (%)=40%, Absolute count (B)=1552026.06 | 85.3 | |
| RandomBudget (%)=30%, Absolute count (B)=1162026.06 | 85.2 | |
| FPSBudget (%)=30%, Absolute count (B)=1162026.06 | 85.2 | |
| ProbCoverBudget (%)=30%, Absolute count (B)=1162026.06 | 85.2 | |
| TypiClustBudget (%)=30%, Absolute count (B)=1162026.06 | 85.1 | |
| TypiClustBudget (%)=20%, Absolute count (B)=772026.06 | 84.9 | |
| CSAL-3DBudget (%)=30%, Absolute count (B)=1162026.06 | 84.9 | |
| CSCSBudget (%)=20%, Absolute count (B)=772026.06 | 84.9 | |
| RandomBudget (%)=20%, Absolute count (B)=772026.06 | 84.6 | |
| ProbCoverBudget (%)=20%, Absolute count (B)=772026.06 | 84.5 | |
| CSAL-3DBudget (%)=20%, Absolute count (B)=772026.06 | 84.5 | |
| FPSBudget (%)=20%, Absolute count (B)=772026.06 | 84.4 |