Question Answering on TruthfulQA

Metric: EM (higher is better)

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#	Model↕	EM▼	Extra Data	Paper	Date↕	Code
1	CoA	67.3	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
2	ToT	66.6	No	Tree of Thoughts: Deliberate Problem Solving wit...	2023-05-17	Code
3	CoA w/o actions	63.3	No	Chain-of-Action: Faithful and Multimodal Questio...	2024-03-26	Code
4	Auto-CoT	42.2	No	Automatic Chain of Thought Prompting in Large La...	2022-10-07	Code

#1CoASOTA
67.3
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#2ToTSOTA
66.6
EM· 2023-05-17
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Code
#3CoA w/o actions
63.3
EM· 2024-03-26
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Code
#4Auto-CoTSOTA
42.2
EM· 2022-10-07
Automatic Chain of Thought Prompting in Large Language Models Code