CoA

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

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

Natural Language Processing4 results

Question AnsweringonStrategyQA
EM· 2024-03-26
79.2
SOTA
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models arXiv:2403.17359
Question AnsweringonWebQuestions
EM· 2024-03-26
70.7
best: 84.6 (PoG-GPT4 (Tan et al., 2024))
SOTA
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models arXiv:2403.17359
Question AnsweringonTruthfulQA
EM· 2024-03-26
67.3
SOTA
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models arXiv:2403.17359
Question AnsweringonFEVER
EM· 2024-03-26
68.9
SOTA
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models arXiv:2403.17359