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ResearchFormerly WizWand

Machine Translation on TED data (test)

63.3ChrF++Supervised fine-tune
7.76422.18236.651.018Aug 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0863.3
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0863.3
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0862.4
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0862.4
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0861.2
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0860.4
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0860.4
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0858.5
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0858.1
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0857.9
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0857.5
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0857.3
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0856.5
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0856.4
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0856.3
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0856.1
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0856
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0855.2
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0855.2
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0854.7
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0854.4
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0854.3
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0854.3
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0853.5
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0853.2
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0852.7
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0852.6
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0852.6
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0851.9
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0851.8
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0851.2
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0850.9
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0850.5
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0849.9
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0849.4
Supervised fine-tuneArchitecture=Softmax, L_base=5, d_model=3002024.0848.5
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0848.4
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0848.2
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0848.2
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0848.1
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0847.9
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0847.9
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0847.9
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0847.6
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0847.5
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0847.4
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0845.7
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0845.5
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0845.5
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0845.4
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0845.2
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0844.6
Supervised fine-tuneArchitecture=vMF, L_base=5, d_model=3002024.0844.3
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0842.4
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0842.4
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0842.1
Softmax (Garcia et al., 2021)Architecture=Softmax, L_base=5, d_model=3002024.0841.7
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0841.7
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0840.9
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0840.5
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0840
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0839.6
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0838.8
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0837.1
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0837.1
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0837
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0836
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0835.1
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0835.1
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0834.9
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0834.9
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=5762024.0834.8
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0834.3
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0833.9
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0833.8
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0832.8
Multilingual SoftmaxArchitecture=Softmax, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0832.5
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0831.2
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, L_base=8, d_model=3002024.0831.2
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, ru, uk, pl, vi, zh, L_base=10, d_model=3002024.0831
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0830.8
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0830.1
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0830
vMF-NMTArchitecture=vMF, Trained on=en, de, es, fr, it, L_base=5, d_model=3002024.0829.4
vMF-NMTArchitecture=vMF, Trained on=en, de, fr, it, L_base=4, d_model=3002024.0829.2
vMF-NMTArchitecture=vMF, Trained on=es+en, L_base=2, d_model=3002024.0829
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0827.5
vMF-NMTArchitecture=vMF, Trained on=es, en, L_base=1, d_model=3002024.0826.9
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0823.4
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0816.1
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0812.4
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0811.4
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.0811
BPE baselineArchitecture=Softmax, L_base=5, d_model=3002024.089.9