HyperAI
الرئيسيةالأخبارأحدث الأوراق البحثيةالدروسمجموعات البياناتالموسوعةSOTAنماذج LLMلوحة الأداء GPUالفعاليات
البحث
حول
HyperAI

Question Answering On Strategyqa

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
Accuracy
Paper TitleRepository
Rethinking with retrieval (GPT-3)77.73Rethinking with Retrieval: Faithful Large Language Model Inference
SearchChain-Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
PaLM 540B76.4Transcending 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 540B76.6Transcending Scaling Laws with 0.1% Extra Compute-
Minerva 540B61.9Transcending Scaling Laws with 0.1% Extra Compute-
PaLM 2 (few-shot, CoT, SC)90.4PaLM 2 Technical Report
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