Machine Translation on WMT German-English (test)
41BLEU3 dir + lm + base_1_1
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 3 dir + lm + base_1_1Total Params (M)=1140, Beam size=5, Channel Model=base_1_1, Components=3 direct models + LM + base channel model2020.11 | 41 | 131 | |
| 2 dir + lm + base_1_1Total Params (M)=857, Beam size=5, Channel Model=base_1_1, Components=2 direct models + LM + base channel model2020.11 | 40.8 | 111 | |
| 3 dir + lm + 16th_1_1Total Params (M)=1107, Beam size=5, Channel Model=16th_1_1, Components=3 direct models + LM + tiny channel model2020.11 | 40.6 | 93 | |
| dir + lm + bigTotal Params (M)=822, Beam size=5, Components=1 direct model + LM + big channel model, Decoding type=Online Noisy Channel Modeling2020.11 | 40.5 | 550 | |
| dir + lm + base_1_1Total Params (M)=574, Beam size=5, Channel Model=base_1_1, Components=1 direct model + LM + base channel model2020.11 | 40.5 | 92 | |
| 2 dir + lm + 16th_1_1Total Params (M)=824, Beam size=5, Channel Model=16th_1_1, Components=2 direct models + LM + tiny channel model2020.11 | 40.5 | 76 | |
| 3 dir + lmTotal Params (M)=1104, Beam size=5, Components=3 direct models + Language Model2020.11 | 40.3 | 84 | |
| 2 dir + lmTotal Params (M)=822, Beam size=5, Components=2 direct models + Language Model2020.11 | 40.2 | 65 | |
| dir + lm + 16th_1_1Total Params (M)=542, Beam size=5, Channel Model=16th_1_1, Components=1 direct model + LM + tiny channel model2020.11 | 40.2 | 56 | |
| dir + lmTotal Params (M)=539, Beam size=5, Components=1 direct model + Language Model2020.11 | 39.7 | 44 | |
| 3 dirTotal Params (M)=848, Beam size=5, Components=Ensemble of 3 direct models2020.11 | 39.5 | 59 | |
| 2 dirTotal Params (M)=565, Beam size=5, Components=Ensemble of 2 direct models2020.11 | 39.3 | 40 | |
| dirTotal Params (M)=283, Beam size=5, Components=Single direct model2020.11 | 38.8 | 20 |