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ResearchFormerly WizWand

Neural Machine Translation on WMT16

32.31BLEUNeoDiff
23.646825.895928.14530.3941Oct 11, 2022Mar 20, 2023Aug 27, 2023Feb 3, 2024Jul 12, 2024Dec 19, 2024May 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
NeoDiffModel type=H, Beam size=102025.0532.31
DifformerModel type=C, Beam size=102025.0530.93
NeoDiffModel type=H, Beam size=12025.0530.87
DifformerModel type=C, Beam size=12025.0530.74
AbsorbingModel type=D, Beam size=52025.0530.41
LayerNormNorm Position=Post-Norm2022.1027.3
LayerNormNorm Position=Pre-Norm2022.1027.3
Regularized BNNorm Position=Post-Norm2022.1026.5
Regularized BNNorm Position=Pre-Norm2022.1026.2
SeqDiffuSeqModel type=C, Beam size=102025.0526.17
MultinomialModel type=D, Beam size=52025.0525.25
BatchNormNorm Position=Pre-Norm2022.1025.2
BatchNormNorm Position=Post-Norm2022.1025
SeqDiffuSeqModel type=C, Beam size=12025.0523.98