Factual Consistency Evaluation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.4CGS
52
Feb 26, 2026
57.4Spearman Correlation
39
Feb 26, 2026
73.9Spearman Correlation
38
Feb 26, 2026
98.4PAWS (AUC-ROC)
37
Feb 26, 2026
46.6Spearman Correlation
36
Feb 26, 2026
5.27Pearson Correlation Coefficient
35
Jun 26, 2026
46.7Spearman Correlation
30
Feb 26, 2026
61.8Spearman Correlation
30
Feb 26, 2026
32.1Spearman Correlation
30
Feb 26, 2026
35.8Kendall's Tau
22
Feb 26, 2026
48.5Kendall's Tau
22
Feb 26, 2026
32.1Kendall's Tau
22
Feb 26, 2026
61.3Kendall's Tau
22
Feb 26, 2026
46.8Kendall's tau
22
Feb 26, 2026
37.4Kendall's Tau
22
Feb 26, 2026
38.6Kendall's Tau
22
Feb 26, 2026
47Spearman Correlation
22
Feb 26, 2026
44.6Pearson Correlation Coefficient
22
Feb 26, 2026
67.7PCC
22
Feb 26, 2026
38.3Pearson Correlation Coefficient
22
Feb 26, 2026
78.1Pearson Correlation Coefficient
22
Feb 26, 2026
66.3Pearson CC
22
Feb 26, 2026
42.5Pearson Correlation Coefficient
22
Feb 26, 2026
91.5Frank AUC
20
Feb 26, 2026
0Time (s)
14
Apr 14, 2026