Unconditional Generation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.92FID
102
Feb 26, 2026
100MAUVE
50
May 14, 2026
1.97FID
48
Jun 9, 2026
1MAUVE
45
Feb 26, 2026
40.2Generation Perplexity (PPL)
43
May 11, 2026
3.45FID
42
Mar 13, 2026
14.1Generation Perplexity
40
May 11, 2026
36.42Generation Perplexity
31
May 12, 2026
8.5Entropy
17
May 11, 2026
7Entropy
17
May 11, 2026
2.41FID
16
Feb 26, 2026
6.8PPL (GPT-NEO)
15
May 7, 2026
13.2Gen. PPL
12
Feb 26, 2026
4.06FID
11
Feb 26, 2026
4.23FID
10
Feb 26, 2026
0.03MMD
8
Jun 5, 2026
20.456W2 Score
7
May 11, 2026
0.042JSD Mean Bond Angle
7
Apr 7, 2026
4.2Feature Correlation
7
Mar 5, 2026
0.027MSE
6
Feb 26, 2026
56.46FID
6
Feb 26, 2026
18.82FID
6
Feb 26, 2026
89.6AS
6
Feb 26, 2026
0.7Wasserstein Distance (Dim1) (x10^3)
5
Apr 7, 2026
29.85FID
5
Feb 26, 2026