Distribution Alignment
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.39FDval
48
Jun 18, 2026
1.29FD
48
Jun 18, 2026
0.082Average MAE
24
Apr 8, 2026
0.068MAE
24
Apr 8, 2026
0.084MAE
24
Apr 8, 2026
0.075MAE
20
Apr 8, 2026
0.072MAE
20
Apr 8, 2026
0.049MAE
20
Apr 8, 2026
0.046MAE
20
Apr 8, 2026
0.05Alignment Error
12
Apr 8, 2026
0.078Alignment Error
12
Apr 8, 2026
0.004W1 (MD)
11
Apr 2, 2026
31.9Behavioral Alignment Score
9
Jun 9, 2026
31.6Behav-JS
9
Jun 9, 2026
0.029Behav-JS
9
Jun 9, 2026
32.3Behav-JS
9
Jun 9, 2026
0.03Behav-JS
9
Jun 9, 2026
0.076MMD
7
Mar 4, 2026
0.043MMD
7
Mar 4, 2026
0.055MMD
7
Mar 4, 2026
0.018MMD
7
Mar 4, 2026
0.023MMD
7
Mar 4, 2026
0.023MMD
7
Mar 4, 2026
0.022MMD
7
Mar 4, 2026
0.022MMD
7
Mar 4, 2026