List your company

ResearchFormerly WizWand

Constrained Text Generation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CommonGen 500 randomly sampled data (test)

32.53BLEU-4

9

Feb 26, 2026

70 JSON schema benchmarks

79.3Saturation

4

Feb 26, 2026

Natural Language Benchmarks Word Length constraint

95Saturation

3

Feb 26, 2026

Natural Language Benchmarks Between (ubd.) constraint

93.8Saturation

3

Feb 26, 2026

Natural Language Benchmarks Between-n constraint

85.5Saturation

3

Feb 26, 2026

Natural Language Benchmarks Appearance constraint

92.5Saturation

3

Feb 26, 2026

Natural Language Benchmarks Suffix constraint

96.8Saturation

3

Feb 26, 2026

Natural Language Benchmarks Prefix constraint

95.7Saturation

3

Feb 26, 2026

99.8Coverage

3

Feb 26, 2026