Question Answering on StrategyQA

Metric: EM (higher is better)

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#	Model↕	EM▼	Extra Data	Paper	Date↕	Code
1	CoA	79.2	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
2	SearchChain	77	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
3	SearchChain	77	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
4	CoA w/o actions	70.6	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
5	Least-to-Most	65.8	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
6	Least-to-Most	65.8	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code

#1CoASOTA
79.2
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#2SearchChain
77
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#3SearchChain
77
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#4CoA w/o actions
70.6
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#5Least-to-Most
65.8
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#6Least-to-Most
65.8
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code