Factuality Evaluation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
64.3Factuality Score (0-shot)
12
Feb 26, 2026
0.735Pearson Correlation
11
Feb 26, 2026
19.9TruthfulQA Delta (Δ)
10
May 20, 2026
76.4US (%)
10
Feb 26, 2026
64.8LS Score (%)
10
Feb 26, 2026
0.183Partial Pearson's ρ
9
Feb 26, 2026
2.078Rank 1 Score
8
Jun 2, 2026
88.9FS Score
8
Feb 26, 2026
0.268PCC
7
Feb 26, 2026
33.4Precision
6
Apr 6, 2026
38.6Precision
6
Apr 6, 2026
14.1Precision
6
Apr 6, 2026
66.2Balanced Accuracy
5
Feb 26, 2026
934Original Facts Count
4
Feb 26, 2026
63.5Pointwise Score
3
Feb 26, 2026
0.84Generation Quality (Std. Prefix)
3
Feb 26, 2026