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Benchmarks
Confidence Interval Estimation on NIH ChestX-ray14 (test)
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3,955
Required Labeled Observations
XY-only
3,805.04
4,817.27
5,829.5
6,841.73
Jan 16, 2025
Required Labeled Observations
Sample Reduction (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Required Labeled Observations
Sample Reduction (%)
XY-only
Interval length=0.26
2025.01
3,955
-
RePPI
Interval length=0.26
2025.01
4,315
3.95
PPI++
Interval length=0.26
2025.01
4,493
-
RePPI
Interval length=0.24
2025.01
4,963
5.86
PPI++
Interval length=0.24
2025.01
5,273
-
XY-only
Interval length=0.24
2025.01
5,374
-
RePPI
Interval length=0.22
2025.01
5,934
3.93
PPI++
Interval length=0.22
2025.01
6,178
-
XY-only
Interval length=0.22
2025.01
6,285
-
RePPI
Interval length=0.20
2025.01
7,164
5.74
PPI++
Interval length=0.20
2025.01
7,602
-
XY-only
Interval length=0.20
2025.01
7,704
-
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