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Language Modeling on Pubmed (test)
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39.74
Perplexity
LDDM-M
39.3692
41.8721
44.375
46.8779
Oct 28, 2024
Dec 26, 2024
Feb 24, 2025
Apr 25, 2025
Jun 24, 2025
Aug 23, 2025
Oct 22, 2025
Perplexity
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity
LDDM-M
Diffusion Framework=Ma...
2025.10
39.74
VADD
Zero-shot=true, Traine...
2025.05
40.62
EDLM-NCE
zero-shot=true
2024.10
41.8
MLDM
zero-shot=true
2024.10
41.89
MDLM
Diffusion Framework=Ma...
2025.10
41.94
MDLM
Zero-shot=true, Traine...
2025.05
42.43
SEDD
zero-shot=true
2024.10
44.53
LDDM-U
Diffusion Framework=Un...
2025.10
45.05
SEDD Absorb
Diffusion Framework=Ma...
2025.10
45.25
EDLM-AR
zero-shot=true
2024.10
45.9
UDLM
Diffusion Framework=Un...
2025.10
46.18
EDLM-coAR
zero-shot=true
2024.10
46.31
AR
zero-shot=true
2024.10
49.01
GPT-2
Zero-shot=true, Traine...
2025.05
49.01
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