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Benchmarks
Segmentation on CheXmask 300 (5% budget)
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93.84
Dice (mean)
Cluster+Distance
93.0808
93.2779
93.475
93.6721
Jan 26, 2026
Dice (mean)
Dice (median)
HD95 (mean)
HD95 (median)
Updated 3d ago
Evaluation Results
Method
Method
Links
Dice (mean)
Dice (median)
HD95 (mean)
HD95 (median)
Cluster+Distance
Setting=AL 10+5, alpha=1
2026.01
93.84
93.84
20.98
21.02
Cluster+Entropy
Setting=AL 10+5, alpha=0
2026.01
93.66
93.64
19.42
20.11
Cluster+Combined
Setting=AL 10+5, alpha...
2026.01
93.61
93.58
19.99
19.25
Random-only
Setting=Cold start
2026.01
93.3
93.66
25.39
21.84
K-means to budget
Setting=Cold start
2026.01
93.3
93.52
29.41
29.79
Cold-start clustering
Setting=Cold start
2026.01
93.11
93.5
28.64
27.95
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