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ResearchFormerly WizWand

Machine Translation on newstest 2010

24.92BLEUWDROP
24.150424.350224.5524.7498Apr 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.0424.92
REP(SIM)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.552021.0424.83
REP(UNI)+WDROPArchitecture=Transformer (big), Position=both, Speed=x0.602021.0424.82
REP(SIM)Architecture=Transformer (big), Position=both, Speed=x0.552021.0424.77
REP(UNI)Architecture=Transformer (big), Position=both, Speed=x0.602021.0424.75
ADVArchitecture=Transformer (big), Position=both, Speed=x0.202021.0424.71
REP(SS)Architecture=Transformer (big), Position=dec, Speed=x0.522021.0424.44
ADVArchitecture=Transformer (base), Position=both, Speed=x0.442021.0424.34
REP(SIM)Architecture=Transformer (base), Position=dec, Speed=x0.952021.0424.32
WDROPArchitecture=Transformer (base), Position=enc, Speed=x1.002021.0424.31
w/o perturbationArchitecture=Transformer (base), Position=-, Speed=x1.002021.0424.27
REP(UNI)Architecture=Transformer (base), Position=dec, Speed=x0.992021.0424.27
w/o perturbationArchitecture=Transformer (big), Position=-, Speed=x0.602021.0424.22
REP(SS)Architecture=Transformer (base), Position=dec, Speed=x0.882021.0424.18