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ResearchFormerly WizWand

Machine Translation on WMT German-English 2014

5.5Relative Decoding SpeedSpecDec
0.822.0353.254.465Aug 21, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SpecDecDrafting size (k)=25, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.085.5
CM-ASDDrafting size (k)=Adaptive, Decoding Strategy=CM-ASD, Backbone=Transformer-base2025.085
SpecDecDrafting size (k)=10, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.084.6
BlockwiseDrafting size (k)=10, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.082
BlockwiseDrafting size (k)=25, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.081.7
Transformer-baseBeam size (b)=1, Decoding Strategy=Autoregressive, Backbone=Transformer-base2025.081.1
Transformer-baseBeam size (b)=5, Decoding Strategy=Autoregressive, Backbone=Transformer-base2025.081