Machine Translation on en-fr (test)
41.95BLEUK3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| K3Setting=High Res, Avg. Train Hours=16.8 (4.8x)2021.03 | 41.95 | — | — | |
| K1Setting=Low Res, Avg. Train Hours=2.9 (1.0x)2021.03 | 41.93 | — | — | |
| K3-d&rSetting=High Res, Avg. Train Hours=22.3 (6.4x)2021.03 | 41.91 | — | — | |
| K1-d&rSetting=High Res, Avg. Train Hours=16.5 (5.7x)2021.03 | 41.81 | — | — | |
| K1-d&rSetting=Low Res, Avg. Train Hours=6.7 (2.3x)2021.03 | 41.78 | — | — | |
| K3-d&rSetting=Low Res, Avg. Train Hours=6.4 (1.8x)2021.03 | 41.68 | — | — | |
| K1Setting=High Res, Avg. Train Hours=13.0 (4.5x)2021.03 | 41.65 | — | — | |
| K0Setting=Sentence-level baseline2021.03 | 41.63 | — | — | |
| K3Setting=Low Res, Avg. Train Hours=3.5 (1.0x)2021.03 | 41.4 | — | — | |
| Align-VDBADecoding Time (s)=189, Beam Size=102022.04 | 39.7 | 52.9 | 98.4 | |
| VDBADecoding Time (s)=160, Beam Size=102022.04 | 39.5 | 51.9 | 98.5 | |
| SHIFTAETDecoding Time (s)=235, Beam Size=102022.04 | 39 | 46.6 | 94.3 | |
| PRIORATTDecoding Time (s)=97, Beam Size=102022.04 | 38.9 | 42.1 | 94.4 | |
| SHIFTATTDecoding Time (s)=239, Beam Size=102022.04 | 38.7 | 45 | 93.5 | |
| POSTALNDecoding Time (s)=218, Beam Size=102022.04 | 38.7 | 46.3 | 94.1 | |
| NAIVEATTDecoding Time (s)=93, Beam Size=102022.04 | 38.3 | 36.5 | 88 | |
| No constraintsDecoding Time (s)=64, Beam Size=102022.04 | 34.8 | 0 | 8.7 |