Generative Modeling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
3.7NLL
7
Mar 12, 2026
1.02NLL
7
Mar 12, 2026
0.08NLL
7
Mar 12, 2026
1.9NLL
7
Mar 12, 2026
0.95NLL
7
Mar 12, 2026
-1.86Test NLL
7
Mar 11, 2026
0.25Test NLL
7
Mar 11, 2026
-0.4Test NLL
7
Mar 11, 2026
-7.93Test NLL
7
Mar 11, 2026
0.072W2 Distance
7
Feb 26, 2026
0.043W2 Distance
7
Feb 26, 2026
0.059W2
7
Feb 26, 2026
0.033W2
7
Feb 26, 2026
0.077W2 Distance
7
Feb 26, 2026
0.059W2 Distance
7
Feb 26, 2026
0.022Relative Error
7
Feb 26, 2026
5.16FID
7
Feb 26, 2026
0.97BITS/DIM
7
Feb 26, 2026
2.65FID
7
Feb 26, 2026
2.9NLL (bits/dim)
7
Feb 26, 2026
225,216Log-likelihood
7
Feb 26, 2026
28.67Wasserstein-2 (W2)
6
May 20, 2026
181.7χ²_PQM
6
May 18, 2026
21.13FID
6
May 8, 2026
4.38FID
6
May 8, 2026