COMPAS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COMPAS
100Effectiveness
36
Compas
70.06Accuracy
28
COMPAS (test)
62Accuracy
28
COMPAS (test)
0OOD Ratio
24
COMPAS
72.9Validity
21
COMPAS
66.62Accuracy
21
COMPAS
96Avg Fidelity
19
COMPAS
-0.212Multicalibration Error
16
COMPAS
-0.174DP Disparity
16
COMPAS (test)
69.6Accuracy
16
COMPAS
65.77Accuracy
15
COMPAS
73.8Accuracy
15
COMPAS race (test)
1.8DP
14
COMPAS
31.1Average Expected Loss
14
COMPAS two-year recidivism (test)
0.853AUC
13
compas
78Faithfulness
12
COMPAS
-0.203AOD
12
COMPAS
66.1Accuracy
12
COMPAS
68.2Average Accuracy
12
COMPAS
0.113COMPAS Gap
10
compas
73.11AUC
10
COMPAS
0Latency (mins)
9
COMPAS
100VCR
9
COMPAS Gender 34 (test)
32.6Total Interventions
9
COMPAS Gender
0.8Demographic Parity
9