Image Segmentation on SynthStrip (test)
83.3Dice (median)Cluster+Combined
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cluster+CombinedBudget=30% (39), Setting=AL 26+13, alpha=0.32026.01 | 83.3 | — | — | 5.79 | |
| Cold-start clusteringBudget=30% (39), Setting=Cold start2026.01 | 83 | — | — | 6.01 | |
| Cluster+EntropyBudget=30% (39), Setting=AL 26+13, alpha=02026.01 | 83 | — | — | 6.06 | |
| Cluster+DistanceBudget=30% (39), Setting=AL 26+13, alpha=12026.01 | 83 | — | — | 5.71 | |
| Cluster+DistanceBudget=25% (33), Setting=AL 20+13, alpha=12026.01 | 82.7 | — | — | 6.65 | |
| Cluster+EntropyBudget=25% (33), Setting=AL 20+13, alpha=02026.01 | 82.6 | — | — | 6.56 | |
| Cluster+CombinedBudget=25% (33), Setting=AL 20+13, alpha=0.32026.01 | 82.5 | — | — | 6.44 | |
| Random-onlyBudget=30% (39), Setting=Cold start2026.01 | 82.5 | — | — | 7.25 | |
| Cold-start clusteringBudget=25% (33), Setting=Cold start2026.01 | 82.4 | — | — | 7 | |
| K-means to budgetBudget=30% (39), Setting=Cold start2026.01 | 82 | — | — | 6.63 | |
| Cluster+CombinedBudget=20% (26), Setting=AL13+13, alpha=0.32026.01 | 81.9 | — | — | 6.9 | |
| Random-onlyBudget=25% (33), Setting=Cold start2026.01 | 81.6 | — | — | 7.54 | |
| Cluster+EntropyBudget=20% (26), Setting=AL13+13, alpha=02026.01 | 81.5 | — | — | 6.95 | |
| Cluster+DistanceBudget=20% (26), Setting=AL13+13, alpha=12026.01 | 81.5 | — | — | 7.37 | |
| K-means to budgetBudget=25% (33), Setting=Cold start2026.01 | 81.3 | — | — | 7.36 | |
| Cold-start clusteringBudget=20% (26), Setting=Cold start2026.01 | 81.1 | — | — | 7.94 | |
| Random-onlyBudget=20% (26), Setting=Cold start2026.01 | 80.8 | — | — | 7.87 | |
| K-means to budgetBudget=20% (26), Setting=Cold start2026.01 | 80.4 | — | — | 8.61 | |
| Random-onlyBudget=15% (19), Setting=Cold start2026.01 | 79.6 | — | — | 9.54 | |
| Cold-start clusteringBudget=15% (19), Setting=Cold start2026.01 | 79.6 | — | — | 9.51 | |
| K-means to budgetBudget=15% (19), Setting=Cold start2026.01 | 78.8 | — | — | 10.83 | |
| Cold-start clusteringBudget=10% (13), Setting=Cold Start2026.01 | 77.5 | — | — | 12.15 | |
| K-means to budgetBudget=10% (13), Setting=Cold Start2026.01 | 76.2 | — | — | 13.61 | |
| Random-onlyBudget=10% (13), Setting=Cold Start2026.01 | 76.1 | — | — | 14.35 |