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Benchmarks
Mean estimation on CivilComments-WILDS (test)
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1,313
Required Labeled Samples
RePPI
1,260
1,617.75
1,975.5
2,333.25
Jan 16, 2025
Required Labeled Samples
Sample Reduction (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Required Labeled Samples
Sample Reduction (%)
RePPI
Interval length=0.046
2025.01
1,313
5.53
PPI++
Interval length=0.046
2025.01
1,389
-
RePPI
Interval length=0.044
2025.01
1,433
5.77
PPI++
Interval length=0.044
2025.01
1,521
-
RePPI
Interval length=0.042
2025.01
1,578
5.32
XY-only
Interval length=0.046
2025.01
1,583
-
PPI++
Interval length=0.042
2025.01
1,666
-
XY-only
Interval length=0.044
2025.01
1,723
-
RePPI
Interval length=0.040
2025.01
1,739
5.85
PPI++
Interval length=0.040
2025.01
1,847
-
XY-only
Interval length=0.042
2025.01
1,885
-
XY-only
Interval length=0.040
2025.01
2,075
-
PPI
Interval length=0.046
2025.01
2,314
-
PPI
Interval length=0.044
2025.01
2,638
-
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