Machine Translation on WMT de-en
34.04BLEUdenoising dequantization transform
Evaluation Results
| Method | Links | |
|---|---|---|
| denoising dequantization transformPrecision=A4W2, Steps=100k2024.09 | 34.04 | |
| TransformerPrecision=A32W32, Steps=100k2024.09 | 33.9 | |
| denoising dequantization transformPrecision=A4W4, Steps=25k2024.09 | 33.78 | |
| denoising dequantization transformPrecision=A4W1, Steps=100k2024.09 | 33.66 | |
| denoising dequantization transformPrecision=A4W4, Steps=100k2024.09 | 33.64 | |
| denoising dequantization transformPrecision=A2W2, Steps=100k2024.09 | 33.51 | |
| TransformerPrecision=A32W32, Steps=25k2024.09 | 33.5 | |
| denoising dequantization transformPrecision=A4W2, Steps=25k2024.09 | 33.45 | |
| denoising dequantization transformPrecision=A4W1, Steps=25k2024.09 | 32.76 | |
| denoising dequantization transformPrecision=A2W1, Steps=100k2024.09 | 32.51 | |
| denoising dequantization transformPrecision=A2W2, Steps=25k2024.09 | 32.32 | |
| denoising dequantization transformPrecision=A2W1, Steps=25k2024.09 | 31.39 | |
| denoising dequantization transformPrecision=A1W4, Steps=100k2024.09 | 30.74 | |
| denoising dequantization transformPrecision=A1W2, Steps=100k2024.09 | 29.81 | |
| denoising dequantization transformPrecision=A1W4, Steps=25k2024.09 | 29.74 | |
| denoising dequantization transformPrecision=A1W2, Steps=25k2024.09 | 28.81 | |
| denoising dequantization transformPrecision=A1W1, Steps=100k2024.09 | 28.27 | |
| denoising dequantization transformPrecision=A1W1, Steps=100k2024.09 | 28.27 | |
| denoising dequantization transformPrecision=A1W1, Steps=25k2024.09 | 27.4 | |
| denoising dequantization transformPrecision=A1W1, Steps=25k2024.09 | 27.4 | |
| SupervisedDecoding=greedy, Supervision=supervised2017.10 | 25.61 | |
| oracle word reorderingDecoding=greedy, Supervision=unsupervised2017.10 | 19.42 | |
| Our modelDecoding=greedy, Iteration=3rd, Supervision=unsupervised2017.10 | 13.33 | |
| Our modelDecoding=greedy, Iteration=2nd, Supervision=unsupervised2017.10 | 13.25 | |
| Our modelDecoding=greedy, Iteration=1st, Supervision=unsupervised2017.10 | 11.1 | |
| word reorderingDecoding=greedy, Supervision=unsupervised2017.10 | 10.84 | |
| word-by-wordDecoding=greedy, Supervision=unsupervised2017.10 | 10.77 |