Machine Translation on WMT English-German 2014
5.1Relative Decoding SpeedSpecDec
Evaluation Results
| Method | Links | |
|---|---|---|
| SpecDecDrafting size (k)=25, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.08 | 5.1 | |
| CM-ASDDrafting size (k)=Adaptive, Decoding Strategy=CM-ASD, Backbone=Transformer-base2025.08 | 4.7 | |
| SpecDecDrafting size (k)=10, Decoding Strategy=SpecDec, Backbone=Transformer-base2025.08 | 4.2 | |
| BlockwiseDrafting size (k)=10, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.08 | 1.9 | |
| BlockwiseDrafting size (k)=25, Decoding Strategy=Blockwise, Backbone=Transformer-base2025.08 | 1.6 | |
| Transformer-baseBeam size (b)=1, Decoding Strategy=Autoregressive, Backbone=Transformer-base2025.08 | 1.1 | |
| Transformer-baseBeam size (b)=5, Decoding Strategy=Autoregressive, Backbone=Transformer-base2025.08 | 1 |