Controllable Text Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
10.89O-PPL
27
Feb 26, 2026
10.3Perplexity (PPL)
20
Feb 26, 2026
98.9Positive Prop. (RoBERTa)
12
Feb 26, 2026
16.94Output Perplexity (O-PPL)
12
Feb 26, 2026
92.2Average Score
10
Feb 26, 2026
95.33Ctrl
5
Feb 26, 2026
85.06Ctrl
5
Feb 26, 2026
21.87Perplexity (PPL)
3
Feb 26, 2026
4.44Sentiment Score
3
Feb 26, 2026
20.9PPL
2
Feb 26, 2026