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ResearchFormerly WizWand

Machine Translation on WMT14 DE-EN

32.09SacreBLEUMeta-DiffuB
19.19422.54225.8929.238Oct 17, 2024Jan 14, 2025Apr 14, 2025Jul 12, 2025Oct 10, 2025Jan 7, 2026Apr 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Meta-DiffuBD_theta=Dinoiser2024.1032.09
Transformerbeam=52026.0232
SCLMKD=true2026.0230.96
Transformerbeam=12026.0230.72
TransformerMBR=52026.0430.55
Dinoiser2024.1030.3
DINOISER2026.0230.3
DifformerKD=true2026.0230.02
FastDiSSMBR=20, NFE=202026.0429.83
FastDiSSMBR=20, NFE=52026.0429.75
FastDiSSMBR=10, NFE=52026.0429.54
FastDiSSMBR=10, NFE=202026.0429.47
DINOISERMBR=50, NFE=202026.0429.05
CMLMMBR=52026.0428.71
Meta-DiffuBD_theta=DiffuSeq2024.1026.17
Meta-DiffuBD_theta=SeqDiffuSeq2024.1026.14
CDCD2026.0225.4
Difformer‡MBR=20, NFE=202026.0425.3
SeqDiffuSeq2026.0223.93
SeqDiffuSeqMBR=10, NFE=20002026.0423.93
SeqDiffuSeq2024.1023.28
DiffuSeq2024.1022.72
DiffuSeqMBR=10, NFE=20002026.0422.72
DiffusionLM‡MBR=50, NFE=202026.0419.69