Expired80% confidenceFactExact time
Chain-of-Thought prompting improved PaLM 540B's accuracy on the GSM8K math benchmark from 17.9% to 58.1%.
8
Sources
80%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
The Complete Guide to Prompt Engineering: From Zero to Practical Application
bilibili大模型教程6/17/2026
Related Claims
Unverified在 GSM8K 基准上，标准思维链准确率约为 56%-63%（GPT-3 规模），PAL 可提升至 72% 以上72% similarUnverifiedIn the LongMemEval benchmark, BM25 accuracy improved from 78.8% to 85.2% with 5 chunks.71% similarUnverifiedNCP-ArchPreview achieves a 5.99-point improvement on the mathematical reasoning benchmark GSM8K.70% similarUnverifiedGPT-5.4 has an accuracy of 50.5%, while its paired always-predict-up baseline is 51.6%.67% similarUnverifiedThe locally run Gemma 26B achieved an accuracy of only 49.2% across 453 scored predictions, while its paired always-predict-up baseline had an accuracy of 53.4%.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/44810API
curl https://kongchang.com/api/v1/knowledge/claims/44810MCP
get_claim(id=44810)