List your company
ResearchFormerly WizWand

Machine Translation on newstest Average 2010-2016

27.57BLEUREP(UNI)
26.498826.776927.05527.3331Apr 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
REP(UNI)Architecture=Transformer (big), Position=both, Speed=x0.602021.0427.57
REP(SIM)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.552021.0427.57
WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.0427.52
REP(UNI)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.0427.51
REP(SIM)Architecture=Transformer (big), Position=both, Speed=x0.552021.0427.37
ADVArchitecture=Transformer (big), Position=both, Speed=x0.202021.0427.34
REP(SS)Architecture=Transformer (big), Position=dec, Speed=x0.522021.0426.99
w/o perturbationArchitecture=Transformer (big), Position=-, Speed=x0.602021.0426.88
ADVArchitecture=Transformer (base), Position=both, Speed=x0.442021.0426.72
WDROPArchitecture=Transformer (base), Position=enc, Speed=x1.002021.0426.67
REP(SIM)Architecture=Transformer (base), Position=dec, Speed=x0.952021.0426.66
REP(UNI)Architecture=Transformer (base), Position=dec, Speed=x0.992021.0426.61
w/o perturbationArchitecture=Transformer (base), Position=-, Speed=x1.002021.0426.59
REP(SS)Architecture=Transformer (base), Position=dec, Speed=x0.882021.0426.54