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ResearchFormerly WizWand

Machine Translation on TED (test)

62.7ChrF++BPE baseline
46.26850.53454.859.066Aug 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0862.7
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0862.6
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0861.5
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0860.9
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0859.9
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0859.9
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0859.5
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0857.8
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0857.2
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0855.1
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0848.9
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0846.9