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Benchmarks
Segmentation on CheXmask 300 (6% budget)
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94.45
Mean Dice
Cluster+Distance
90.4044
91.4547
92.505
93.5553
Jan 26, 2026
Mean Dice
Median Dice
Mean HD95
Median HD95
Updated 3d ago
Evaluation Results
Method
Method
Links
Mean Dice
Median Dice
Mean HD95
Median HD95
Cluster+Distance
Setting=AL 13+5, alpha=1
2026.01
94.45
94.36
19.5
20.04
Cold-start clustering
Setting=Cold start
2026.01
94.37
94.46
18.26
17.42
Cluster+Entropy
Setting=AL 13+5, alpha=0
2026.01
94.24
94.27
19.33
19.35
Cluster+Combined
Setting=AL 13+5, alpha...
2026.01
94.13
94.37
18.33
16.26
K-means to budget
Setting=Cold start
2026.01
91.37
93.74
32.91
24.25
Random-only
Setting=Cold start
2026.01
90.56
93.27
34.81
21.19
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