Machine Translation on Multi30k Task1 (en-de)
41.96BLEU ScoreGated Fusion
Evaluation Results
| Method | Links | |
|---|---|---|
| Gated Fusion#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 41.96 | |
| Doubly-ATT#Params=3.2M, Backbone=Transformer-Tiny2021.05 | 41.45 | |
| RMMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 41.45 | |
| Imagination#Params=7.0M, Backbone=Transformer-Tiny2021.05 | 41.31 | |
| Transformer-Tiny#Params=2.6M2021.05 | 41.02 | |
| UVR-NMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 40.79 | |
| GMNMT#Params=4.0M2021.05 | 39.8 | |
| DCCN#Params=17.1M2021.05 | 39.7 | |
| Transformer-Small#Params=36.5M2021.05 | 39.68 | |
| Transformer-Base#Params=49.1M2021.05 | 38.33 | |
| SupervisedDecoding=greedy, Supervision=supervised2017.10 | 35.16 | |
| RMMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 30.01 | |
| Imagination#Params=7.0M, Backbone=Transformer-Tiny2021.05 | 29.9 | |
| Transformer-Tiny#Params=2.6M2021.05 | 29.88 | |
| Doubly-ATT#Params=3.2M, Backbone=Transformer-Tiny2021.05 | 29.63 | |
| Gated Fusion#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 29.04 | |
| UVR-NMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 29.02 | |
| GMNMT#Params=4.0M2021.05 | 28.7 | |
| Transformer-Small#Params=36.5M2021.05 | 28.5 | |
| Transformer-Base#Params=49.1M2021.05 | 27.54 | |
| DCCN#Params=17.1M2021.05 | 26.7 | |
| Our modelDecoding=greedy, Iteration=3rd, Supervision=unsupervised2017.10 | 22.74 | |
| Our modelDecoding=greedy, Iteration=2nd, Supervision=unsupervised2017.10 | 21.16 | |
| Our modelDecoding=greedy, Iteration=1st, Supervision=unsupervised2017.10 | 19.32 | |
| oracle word reorderingDecoding=greedy, Supervision=unsupervised2017.10 | 6.79 | |
| word-by-wordDecoding=greedy, Supervision=unsupervised2017.10 | 5.39 |