Segmentation on CheXmask 300 (5% budget)
93.84Dice (mean)Cluster+Distance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cluster+DistanceSetting=AL 10+5, alpha=12026.01 | 93.84 | 93.84 | 20.98 | 21.02 | |
| Cluster+EntropySetting=AL 10+5, alpha=02026.01 | 93.66 | 93.64 | 19.42 | 20.11 | |
| Cluster+CombinedSetting=AL 10+5, alpha=0.32026.01 | 93.61 | 93.58 | 19.99 | 19.25 | |
| Random-onlySetting=Cold start2026.01 | 93.3 | 93.66 | 25.39 | 21.84 | |
| K-means to budgetSetting=Cold start2026.01 | 93.3 | 93.52 | 29.41 | 29.79 | |
| Cold-start clusteringSetting=Cold start2026.01 | 93.11 | 93.5 | 28.64 | 27.95 |