Machine Translation on newstest 2010-2016 (test)
27.57BLEUREP(UNI)
Evaluation Results
| Method | Links | |
|---|---|---|
| REP(UNI)perturbation_ratio=0.002021.04 | 27.57 | |
| REP(SIM)+WDROPperturbation_ratio=0.002021.04 | 27.57 | |
| WDROPperturbation_ratio=0.002021.04 | 27.52 | |
| REP(UNI)+WDROPperturbation_ratio=0.002021.04 | 27.51 | |
| REP(SIM)perturbation_ratio=0.002021.04 | 27.37 | |
| ADVperturbation_ratio=0.002021.04 | 27.21 | |
| REP(SIM)+WDROPperturbation_ratio=0.012021.04 | 27.15 | |
| REP(SS)perturbation_ratio=0.002021.04 | 26.99 | |
| REP(SIM)perturbation_ratio=0.012021.04 | 26.95 | |
| w/o perturbationperturbation_ratio=0.002021.04 | 26.88 | |
| REP(UNI)perturbation_ratio=0.012021.04 | 26.58 | |
| REP(UNI)+WDROPperturbation_ratio=0.012021.04 | 26.55 | |
| WDROPperturbation_ratio=0.012021.04 | 26.48 | |
| ADVperturbation_ratio=0.012021.04 | 26.32 | |
| REP(SS)perturbation_ratio=0.012021.04 | 25.89 | |
| w/o perturbationperturbation_ratio=0.012021.04 | 25.81 | |
| REP(SIM)+WDROPperturbation_ratio=0.052021.04 | 25.6 | |
| REP(SIM)perturbation_ratio=0.052021.04 | 25.34 | |
| REP(SIM)+WDROPperturbation_ratio=0.102021.04 | 23.58 | |
| REP(UNI)+WDROPperturbation_ratio=0.052021.04 | 23.18 | |
| REP(UNI)perturbation_ratio=0.052021.04 | 23.14 | |
| REP(SIM)perturbation_ratio=0.102021.04 | 23.13 | |
| WDROPperturbation_ratio=0.052021.04 | 22.84 | |
| ADVperturbation_ratio=0.052021.04 | 22.43 | |
| REP(SS)perturbation_ratio=0.052021.04 | 22.08 | |
| w/o perturbationperturbation_ratio=0.052021.04 | 21.94 | |
| REP(UNI)+WDROPperturbation_ratio=0.102021.04 | 19.05 | |
| REP(UNI)perturbation_ratio=0.102021.04 | 18.93 | |
| WDROPperturbation_ratio=0.102021.04 | 18.56 | |
| ADVperturbation_ratio=0.102021.04 | 18.08 | |
| REP(SS)perturbation_ratio=0.102021.04 | 17.93 | |
| w/o perturbationperturbation_ratio=0.102021.04 | 17.8 |