Machine Translation on newstest Average 2010-2016
27.57BLEUREP(UNI)
Evaluation Results
| Method | Links | |
|---|---|---|
| REP(UNI)Architecture=Transformer (big), Position=both, Speed=x0.602021.04 | 27.57 | |
| REP(SIM)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.552021.04 | 27.57 | |
| WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.04 | 27.52 | |
| REP(UNI)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.04 | 27.51 | |
| REP(SIM)Architecture=Transformer (big), Position=both, Speed=x0.552021.04 | 27.37 | |
| ADVArchitecture=Transformer (big), Position=both, Speed=x0.202021.04 | 27.34 | |
| REP(SS)Architecture=Transformer (big), Position=dec, Speed=x0.522021.04 | 26.99 | |
| w/o perturbationArchitecture=Transformer (big), Position=-, Speed=x0.602021.04 | 26.88 | |
| ADVArchitecture=Transformer (base), Position=both, Speed=x0.442021.04 | 26.72 | |
| WDROPArchitecture=Transformer (base), Position=enc, Speed=x1.002021.04 | 26.67 | |
| REP(SIM)Architecture=Transformer (base), Position=dec, Speed=x0.952021.04 | 26.66 | |
| REP(UNI)Architecture=Transformer (base), Position=dec, Speed=x0.992021.04 | 26.61 | |
| w/o perturbationArchitecture=Transformer (base), Position=-, Speed=x1.002021.04 | 26.59 | |
| REP(SS)Architecture=Transformer (base), Position=dec, Speed=x0.882021.04 | 26.54 |