Adult
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Adult
92.2Density
11
ADULT (test)
20.27Risk
11
Adult 30% MNAR
0.172Avg Error
11
Adult 30% MAR
16.9Average Error
11
Adult 30% MCAR (test)
0.15Average Error
11
ADULT
0.164Empirical Risk (Rs(h))
11
Adult
1.61Pairwise Correlation Alignment Error
10
Adult
0.995C2ST
10
adult
85.1Performance
10
Adult UCI (test)
0KL Divergence
10
Adult
13.31Error Rate (Row Del. 20%)
10
Adult
0.55Relative Error
10
Adult (test)
0.927AUC
10
Adult
0.55DCR
10
Adult
99.61alpha-PRECISION
10
Adult
99.79NMIS
10
Adult
5.778DCR-002
10
Adult
0DCR (005)
10
Adult-Race (test)
0.815F1 Score
10
Adult-Gender (test)
81.4F1 Score
10
Adult Race
79.7Recall
10
Adult-Gender
79.6Recall
10
Adult Race real-world (test)
87.3Accuracy
10
Adult-Gender real-world (test)
87.2Accuracy
10
Adult
92.98AU-ARC
10