Human Preference Alignment
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.324BLEU
31
Mar 23, 2026
6.83SAG
20
Jun 9, 2026
86.851PickScore
20
May 11, 2026
84.9Win Rate
18
Feb 26, 2026
63.9Win Rate (%)
16
Jun 9, 2026
32.06Anime Score
16
Apr 21, 2026
81.8Agreement
15
Mar 26, 2026
3.876Reward
14
Feb 26, 2026
61Acc (Tie, Overall)
12
Feb 26, 2026
0.379HPS-v2.1
10
Mar 19, 2026
0.371HPSv2.1
7
Mar 19, 2026
35.3HPS-v2.1
7
Feb 26, 2026
22.46Pick Score
7
Feb 26, 2026
37.7HPS-v2.1
6
May 13, 2026
0.361HPS-v2.1
6
May 13, 2026
0.36HPS-v2.1
6
May 13, 2026
49.4Avg@3
6
Feb 26, 2026
60Avg@3 Score
6
Feb 26, 2026
23.67PickScore (Training Reward)
5
May 12, 2026
23.64PickScore
5
Apr 7, 2026
0.374HPS-v2.1
5
Feb 26, 2026
23.55PickScore (Task)
5
Feb 26, 2026
66VQ Acc (w/ Tie)
5
Feb 26, 2026
3.93Quality Score
4
Mar 23, 2026
24.64PickScore (Task Metric)
4
Feb 26, 2026