FLAN 137B (few-shot, k=9)

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Machine TranslationonWMT2014 French-English
BLEU score· 2021-09-03
37.9
SOTA
Finetuned Language Models Are Zero-Shot Learners arXiv:2109.01652
Machine TranslationonWMT2016 Romanian-English
BLEU score· 2021-09-03
38.1
best: 40.3 (fast-noisy-channel-modeling)
Finetuned Language Models Are Zero-Shot Learners arXiv:2109.01652
Machine TranslationonWMT2016 English-Romanian
BLEU score· 2021-09-03
20.5
best: 34.7 (DeLighT)
Finetuned Language Models Are Zero-Shot Learners arXiv:2109.01652
Machine TranslationonWMT2014 English-French
BLEU score· 2021-09-03
33.8
best: 46.4 (Transformer+BT (ADMIN init))
Finetuned Language Models Are Zero-Shot Learners arXiv:2109.01652