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Benchmarks
Conditional Generation on PTB
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41.2
Perplexity
DUO-DCD
32.92
88.81
144.7
200.59
Apr 30, 2026
Perplexity
BLEU-2
Updated 1mo ago
Evaluation Results
Method
Method
Links
Perplexity
BLEU-2
DUO-DCD
Steps=512, Sampling Pr...
2026.04
41.2
19.2
DUO-DCD
Steps=64, Sampling Pre...
2026.04
45
19.3
DUO-DCD
Steps=8, Sampling Prec...
2026.04
62.1
19.5
MCDLM-PPLOptimized
Steps=512, Sampling Pr...
2026.04
106.8
53.3
MCDLM-PPLOptimized
Steps=64, Sampling Pre...
2026.04
107.5
53.3
MCDLM-PPLOptimized
Steps=8, Sampling Prec...
2026.04
122.1
53.2
SDTT
Steps=512, Sampling Pr...
2026.04
124
52.3
SDTT
Steps=64, Sampling Pre...
2026.04
125.4
52.4
SDTT
Steps=8, Sampling Prec...
2026.04
141.4
52.3
MDLM
Steps=512, Sampling Pr...
2026.04
215.8
50.6
MDLM
Steps=64, Sampling Pre...
2026.04
220
50.7
MDLM
Steps=8, Sampling Prec...
2026.04
248.2
50.5
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