Faithfulness Evaluation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
29.58SummaC
12
Feb 26, 2026
35.56SummaC
12
Feb 26, 2026
33.2AUPC
12
Feb 26, 2026
22.4AUPC
12
Feb 26, 2026
0.72Faithfulness (SmolLM2 135M)
10
Mar 17, 2026
0.102AOPC@10
10
Feb 26, 2026
0.841Pearson Corr
10
Feb 26, 2026
100Bio Score
9
Mar 13, 2026
1,690.2AOPC Component
8
Apr 28, 2026
849.1AOPCcomp
8
Apr 28, 2026
187.7AOPCcomp
8
Apr 28, 2026
127.9AOPCcomp
8
Apr 28, 2026
0.04FID
8
Mar 18, 2026
0.3FID
8
Mar 18, 2026
0.28FID
8
Mar 18, 2026
62.7AUPC
8
Feb 26, 2026
64.7Balanced Accuracy (AM)
7
Mar 20, 2026
79.7Balanced Accuracy (DE)
7
Mar 20, 2026
46.2DS
7
Feb 26, 2026
8Fid-
6
Feb 27, 2026
13Fid-
6
Feb 27, 2026
65Fid-
6
Feb 27, 2026
7Fid-
6
Feb 27, 2026
79.5BLEU
5
Feb 26, 2026
62.1BLEU
5
Feb 26, 2026