Bias Evaluation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.84Steerability Score
9
May 11, 2026
57.25Score
9
Feb 26, 2026
8.06Regard
8
Mar 9, 2026
0.068EBS
8
Feb 26, 2026
41.05CP-S Score
6
May 18, 2026
0.003Bias σ²
6
Apr 6, 2026
82.9Age Performance
5
Mar 31, 2026
0.05Bias Score (Gender)
4
Jul 1, 2026
0.036Stereotype Bias
4
May 20, 2026
3.4Stereotype Bias
4
May 20, 2026
0.279Stereotype Bias
4
May 20, 2026
0.007Stereotype Bias
4
May 20, 2026
0.061Stereotype Bias
4
May 20, 2026
31.6Stereotype Bias
4
May 20, 2026
0.701Stereotype Bias
4
May 20, 2026
0.039Stereotype Bias
4
May 20, 2026
96.7HBR Score
4
May 18, 2026
33.9Regard Score
4
May 18, 2026
34.6APS
4
May 18, 2026
29TG2 Score
4
May 18, 2026
0.3Bias
4
Mar 20, 2026
47.2Ambiguity Score
4
Mar 20, 2026
1.037Bias Score
4
Jun 4, 2026
2Biased Item Count
3
Mar 17, 2026
67.34Gender SS
3
Feb 26, 2026