Adult
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Adult
0.03Unlearning Runtime (s)
9
Adult
85.78Accuracy
9
Adult
0Latency (mins)
9
Adult
100VCR
9
Adult (UCI)
83.8Accuracy
9
Adult small setting
0.001Runtime (s)
9
Adult
1.59Error Rate
9
Adult
0.75Error Rate
9
Adult
99Alpha Precision
9
Adult
0.985C2ST Score
9
Adult
1C2ST (LR)
9
Adult
1,000,000ID Count
9
Adult
0Disparity Gap
9
Adult (test)
100Validity
9
Adult (AD)
87.41Accuracy
9
Adult
74.62Relative Cumulative Regret
9
Adult UCI repository (test)
-13.17Avg Log-Likelihood (nats)
9
Adult
100Accuracy
8
Adult
87.03Utility (Accuracy)
8
Adult
0Inconsistent v-node Percentage
8
Adult high learner heterogeneity
1.4Price of LARP P(F)
8
Adult low learner heterogeneity
1.1Price of LARP P(F)
8
Adult low-order real-world (test)
84.41Accuracy
8
Adult
83.22Accuracy (Post-manipulation)
8
Adult
0.112Individual Fairness Gap
8