Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

COMPAS dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

COMPAS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

COMPAS

85.9Num Rules

3

Distribution Inference Attack mitigation

COMPAS race (AA → Cau)

2Adversarial Gap

2

Decision Tree Rashomon Set construction

Compas

1.15Construction Time

2

Sensitive attribute estimation

COMPAS

0.62AUC

2

Fairness Classification

COMPAS (test)

36.34Risk Score

2

COMPAS

68.47Accuracy

2

Decision Tree Rashomon Set Enumeration

Compas-44

11,777PRAXIS Count

1

Fairness-aware classification

compas (test)

—Primary metric

0

Fairness-aware classification

compas violent (test)

—Primary metric

0

Tabular Classification

COMPAS Race (test)

—Primary metric

0

Tabular Classification

COMPAS Gender (test)

—Primary metric

0

Fairness-constrained closed-loop learning

COMPAS

—Primary metric

0

Page 4 of 4

Popular tasks

Classification Binary Classification Fair Classification Fairness-aware Classification Tabular Classification

Follow for updates

Join SOTA2 Contact