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ResearchFormerly WizWand

Machine Translation on WMT English-Romanian (EN-RO) '16

4.6Relative Decoding SpeedSpecDec
0.8561.8282.83.772Aug 21, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SpecDecDrafting size (k)=25, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.084.6
CM-ASDDrafting size (k)=Adaptive, Decoding Strategy=CM-ASD, Backbone=Transformer-base2025.084.2
SpecDecDrafting size (k)=10, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.083.9
BlockwiseDrafting size (k)=10, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.081.4
BlockwiseDrafting size (k)=25, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.081.2
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