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Constrained Text Generation on Natural Language Benchmarks Prefix constraint
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95.7
Saturation
DIFFINITY
40.684
54.967
69.25
83.533
Feb 12, 2026
Saturation
Pass@10
Perplexity
Fluency
Updated 4d ago
Evaluation Results
Method
Method
Links
Saturation
Pass@10
Perplexity
Fluency
DIFFINITY
Guidance scale=2.5
2026.02
95.7
100
66.5
32.2
GPT2-Large-GCD
Guided Character Decod...
2026.02
43.5
95
401.7
30.9
GPT2-Medium-GCD
Guided Character Decod...
2026.02
42.8
95
539.9
25.3
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