Segmentation on CheXmask 300 (6% budget)
94.45Mean DiceCluster+Distance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cluster+DistanceSetting=AL 13+5, alpha=12026.01 | 94.45 | 94.36 | 19.5 | 20.04 | |
| Cold-start clusteringSetting=Cold start2026.01 | 94.37 | 94.46 | 18.26 | 17.42 | |
| Cluster+EntropySetting=AL 13+5, alpha=02026.01 | 94.24 | 94.27 | 19.33 | 19.35 | |
| Cluster+CombinedSetting=AL 13+5, alpha=0.32026.01 | 94.13 | 94.37 | 18.33 | 16.26 | |
| K-means to budgetSetting=Cold start2026.01 | 91.37 | 93.74 | 32.91 | 24.25 | |
| Random-onlySetting=Cold start2026.01 | 90.56 | 93.27 | 34.81 | 21.19 |