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Benchmarks
Unconditional Text Generation on OpenWebText L=1024 (test)
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14.1
Generation Perplexity
AR
12.584
22.817
33.05
43.283
Jan 20, 2026
Generation Perplexity
Updated 4d ago
Evaluation Results
Method
Method
Links
Generation Perplexity
AR
NFEs=1K
2026.01
14.1
Structural Block Diffusion (Full 2-Stage)
NFEs=1.5K, Tuning Data...
2026.01
21.9
Structural Block Diffusion (Full 2-Stage)
NFEs=1.2K, Tuning Data...
2026.01
22.6
Structural Block Diffusion (Full 2-Stage)
NFEs=1.1K, Tuning Data...
2026.01
24.6
BD3-LM
L'=4, NFEs=1.5K
2026.01
25
BD3-LM
L'=4, NFEs=1K
2026.01
25.7
Structural Block Diffusion (Stage 1 only)
NFEs=1.0K, Tuning Data...
2026.01
27.4
BD3-LM
L'=8, NFEs=1K
2026.01
30.4
BD3-LM
L'=16, NFEs=1K
2026.01
33.4
SSD-LM
L'=25, NFEs=40K
2026.01
37.2
MDLM
NFEs=1K
2026.01
46.8
SEDD
NFEs=1K
2026.01
52
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