PaLM-540B (One-Shot)

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Natural Language Processing3 results

Question AnsweringonNatural Questions
EM· 2022-04-05
29.3
best: 64 (Atlas (full, Wiki-dec-2018 index))
PaLM: Scaling Language Modeling with Pathways arXiv:2204.02311
Question AnsweringonWebQuestions
EM· 2022-04-05
22.6
best: 84.6 (PoG-GPT4 (Tan et al., 2024))
PaLM: Scaling Language Modeling with Pathways arXiv:2204.02311
Question AnsweringonTriviaQA
EM· 2022-04-05
81.4
best: 87.5 (Claude 2 (few-shot, k=5))
PaLM: Scaling Language Modeling with Pathways arXiv:2204.02311

Medical1 result

Language ModellingonLAMBADA
Accuracy· 2022-04-05
81.8
best: 89.7 (PaLM-540B (Few-Shot))
PaLM: Scaling Language Modeling with Pathways arXiv:2204.02311