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

Counterfactual Explanation research benchmarks – Page 5 · SOTA2 Research

Counterfactual Explanation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

18.2Mean L1 Distance

4

May 28, 2026

House 16H (test)

7.6Mean L1 Distance

4

May 28, 2026

Default Protocol B, B=64

100Validity

4

Feb 26, 2026

Adult Income Protocol B, B=64

100Validity

4

Feb 26, 2026

Diabetes Continuous

98Robustness (R) Retrain

4

Feb 26, 2026

chscase census6

0.74Proximity Score

3

May 29, 2026

German Data-supported

1Retrain Robustness (R)

3

Feb 26, 2026

FICO Data-supported

1Retrain Robustness Score

3

Feb 26, 2026

General Features

—

—Primary metric

0

May 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 5 of 5

Popular datasets

Diabetes ImageNet Wine chscase census DBLP

Follow for updates

Join SOTA2 Contact