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Papers Benchmarks Datasets Tasks

Constrained Text Generation research benchmarks · SOTA2 Research

Constrained Text Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA 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

Popular datasets

Natural Language Benchmarks CommonGen JSON schema benchmarks

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