Reasoning Quality Evaluation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.273Somers' D
15
Mar 4, 2026
0.339Somers' D
15
Mar 4, 2026
0.177Somers' D
15
Mar 4, 2026
0.186Somers' D
11
Mar 4, 2026
87.42Dice (Sample Mean)
10
May 18, 2026
4.98Answer Agreement
6
Jun 29, 2026
4.43Mean Score
5
Apr 24, 2026
4.6Faithfulness
5
Apr 10, 2026
193Hit Rate (HR)
3
Feb 26, 2026
3.89Usefulness Score
2
Apr 1, 2026