Machine Translation on Multi30k Task1 en-fr
62.12BLEU ScoreRMMT
Evaluation results
| Method | Links | |
|---|---|---|
| RMMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 62.12 | |
| Doubly-ATT#Params=3.2M, Backbone=Transformer-Tiny2021.05 | 61.99 | |
| Imagination#Params=6.9M, Backbone=Transformer-Tiny2021.05 | 61.9 | |
| Transformer-Tiny#Params=2.6M2021.05 | 61.8 | |
| Gated Fusion#Params=2.8M, Backbone=Transformer-Tiny2021.05 | 61.69 | |
| Transformer-Small#Params=36.4M2021.05 | 61.31 | |
| DCCN#Params=16.9M2021.05 | 61.2 | |
| UVR-NMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 61 | |
| GMNMT2021.05 | 60.9 | |
| Transformer-Base#Params=49.0M2021.05 | 60.6 | |
| SupervisedDecoding=greedy, Supervision=supervised2017.10 | 56.83 | |
| DCCN#Params=16.9M2021.05 | 45.4 | |
| Doubly-ATT#Params=3.2M, Backbone=Transformer-Tiny2021.05 | 45.16 | |
| Gated Fusion#Params=2.8M, Backbone=Transformer-Tiny2021.05 | 44.86 | |
| Imagination#Params=6.9M, Backbone=Transformer-Tiny2021.05 | 44.81 | |
| Transformer-Tiny#Params=2.6M2021.05 | 44.52 | |
| RMMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 44.52 | |
| Transformer-Small#Params=36.4M2021.05 | 44.03 | |
| UVR-NMT#Params=2.9M, Backbone=Transformer-Tiny2021.05 | 43.71 | |
| Transformer-Base#Params=49.0M2021.05 | 42.83 | |
| Our modelDecoding=greedy, Iteration=3rd, Supervision=unsupervised2017.10 | 32.76 | |
| Our modelDecoding=greedy, Iteration=2nd, Supervision=unsupervised2017.10 | 31.72 | |
| Our modelDecoding=greedy, Iteration=1st, Supervision=unsupervised2017.10 | 27.48 | |
| oracle word reorderingDecoding=greedy, Supervision=unsupervised2017.10 | 11.62 | |
| word-by-wordDecoding=greedy, Supervision=unsupervised2017.10 | 8.54 |