الرئيسية الأخبار الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Question Answering On Strategyqa

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	Paper Title	Repository
Rethinking with retrieval (GPT-3)	77.73	Rethinking with Retrieval: Faithful Large Language Model Inference
SearchChain	-	Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
PaLM 540B	76.4	Transcending Scaling Laws with 0.1% Extra Compute	-
Least-to-Most	-	Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Self-Evaluation Guided Decoding (Codex, CoT, single reasoning chain, 6-shot gen, 4-shot eval)	77.2	-	-
SearchChain	-	Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
CoA w/o actions	-	Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
CoA	-	Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
Least-to-Most	-	Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
U-PaLM 540B	76.6	Transcending Scaling Laws with 0.1% Extra Compute	-
Minerva 540B	61.9	Transcending Scaling Laws with 0.1% Extra Compute	-
PaLM 2 (few-shot, CoT, SC)	90.4	PaLM 2 Technical Report

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Question Answering On Strategyqa | SOTA | HyperAI