Conditional Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
24.11Generation Perplexity (Gen.PPL)
42
May 12, 2026
19.99Perplexity (PPL)
24
Mar 26, 2026
11.54FID
24
Mar 13, 2026
0.004FID
19
Jul 8, 2026
11.2Perplexity
18
Feb 26, 2026
15.2WAPE
13
Feb 26, 2026
41.2Perplexity
12
May 4, 2026
26.9Perplexity
12
May 4, 2026
21.6Perplexity
12
May 4, 2026
27.9Perplexity
12
May 4, 2026
3.68FID
11
Jul 8, 2026
0.337FAD Score
9
Apr 21, 2026
41.7MMD
8
Jun 5, 2026
0.135Self-similarity
8
Feb 26, 2026
0.134Self-sim
8
Feb 26, 2026
0.844FAD
7
Apr 21, 2026
0.667FAD
7
Apr 21, 2026
0.759WAPE
7
Feb 26, 2026
25.1WAPE
7
Feb 26, 2026
0.131WAPE
7
Feb 26, 2026
0.197WAPE
7
Feb 26, 2026
0.022MSE
6
Feb 26, 2026
1.082Mean RMSE
5
May 11, 2026
0.026RMSEµ
5
May 11, 2026
0.003Wasserstein Distance (Dim1)
5
Apr 7, 2026