Faithfulness Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
61.7F1 Score
10
May 27, 2026
83.2F1 Score
10
May 27, 2026
93.5Accuracy
10
May 27, 2026
90.3Accuracy
10
May 27, 2026
80.2FF1
10
May 27, 2026
83.4FF1
10
May 27, 2026
84.5FF1
10
May 27, 2026
84.2FF1
10
May 27, 2026
1M4
6
Apr 28, 2026
94AUROC
6
Apr 8, 2026
94.5AUROC
6
Apr 8, 2026
0.948AUROC
6
Apr 8, 2026
69.9Balanced Accuracy (CNN)
4
Jun 12, 2026
7.9Best ASR
1
Jun 25, 2026