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ResearchFormerly WizWand

Machine Translation on WMT de-en

34.04BLEUdenoising dequantization transform
9.839216.122122.40528.6879Oct 31, 2017Dec 23, 2018Feb 14, 2020Apr 8, 2021May 31, 2022Jul 23, 2023Sep 14, 2024
Updated 7mo ago

Evaluation results

MethodLinks
denoising dequantization transformPrecision=A4W2, Steps=100k2024.0934.04
TransformerPrecision=A32W32, Steps=100k2024.0933.9
denoising dequantization transformPrecision=A4W4, Steps=25k2024.0933.78
denoising dequantization transformPrecision=A4W1, Steps=100k2024.0933.66
denoising dequantization transformPrecision=A4W4, Steps=100k2024.0933.64
denoising dequantization transformPrecision=A2W2, Steps=100k2024.0933.51
TransformerPrecision=A32W32, Steps=25k2024.0933.5
denoising dequantization transformPrecision=A4W2, Steps=25k2024.0933.45
denoising dequantization transformPrecision=A4W1, Steps=25k2024.0932.76
denoising dequantization transformPrecision=A2W1, Steps=100k2024.0932.51
denoising dequantization transformPrecision=A2W2, Steps=25k2024.0932.32
denoising dequantization transformPrecision=A2W1, Steps=25k2024.0931.39
denoising dequantization transformPrecision=A1W4, Steps=100k2024.0930.74
denoising dequantization transformPrecision=A1W2, Steps=100k2024.0929.81
denoising dequantization transformPrecision=A1W4, Steps=25k2024.0929.74
denoising dequantization transformPrecision=A1W2, Steps=25k2024.0928.81
denoising dequantization transformPrecision=A1W1, Steps=100k2024.0928.27
denoising dequantization transformPrecision=A1W1, Steps=100k2024.0928.27
denoising dequantization transformPrecision=A1W1, Steps=25k2024.0927.4
denoising dequantization transformPrecision=A1W1, Steps=25k2024.0927.4
SupervisedDecoding=greedy, Supervision=supervised2017.1025.61
oracle word reorderingDecoding=greedy, Supervision=unsupervised2017.1019.42
Our modelDecoding=greedy, Iteration=3rd, Supervision=unsupervised2017.1013.33
Our modelDecoding=greedy, Iteration=2nd, Supervision=unsupervised2017.1013.25
Our modelDecoding=greedy, Iteration=1st, Supervision=unsupervised2017.1011.1
word reorderingDecoding=greedy, Supervision=unsupervised2017.1010.84
word-by-wordDecoding=greedy, Supervision=unsupervised2017.1010.77