Adult
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Adult large setting
0.602Runtime (seconds)
5
Adult
0.113Wasserstein Distance (mean)
5
Adult Out-of-domain
12.73MAE
5
Adult In-domain
2.9MAE
5
Adult (val)
0.87BVS
5
adult
0.94AUROC
5
Adult sex (test)
87.22Accuracy
5
Adult Real World Incomplete (test)
82.41Accuracy (Test)
5
Adult gender
0.027Demographic Parity Difference
5
Adult
91.58AU-ARC
5
adult
0.068Runtime (s)
5
adult (25% query size)
0.073Runtime (s)
5
adult 50% query size
0.06Runtime (s)
5
Adult
1.597Cost
5
Adult
1.319Average Relative Error
5
Adult
0.018Training Wall-time (ms)
4
Adult
98Utility
4
Adult
94.2Accuracy
4
Adult
95.8Accuracy (Non-white Female)
4
Adult dataset
2.5MRE
4
Adult class +1
0.87σ(S(x))
4
Adult Class -1
0.45Score σ(MCT(E))
4
Adult (test)
13,464Manipulated Agents
4
Adult
0.19Runtime
4
Adult-209
100Recall
4