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Benchmarks
Constrained Text Generation on Natural Language Benchmarks Suffix constraint
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96.8
Saturation
DIFFINITY
13.808
35.354
56.9
78.446
Feb 12, 2026
Saturation
Pass@10
Perplexity (PPL)
Fluency
Updated 4d ago
Evaluation Results
Method
Method
Links
Saturation
Pass@10
Perplexity (PPL)
Fluency
DIFFINITY
Guidance scale=2.5
2026.02
96.8
100
59.3
36.8
GPT2-Large-GCD
Guided Character Decod...
2026.02
17.5
55
70.3
31.9
GPT2-Medium-GCD
Guided Character Decod...
2026.02
17
70
115.4
27.2
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