Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GPT-4 (Teaching-Inspired)

GPT-4 (Teaching-Inspired)

Reported on 11 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Reasoning5 results

Math Word Problem SolvingonMath23K
Accuracy (5-fold)· 2024-10-10
94.3
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Math Word Problem SolvingonSVAMP
Execution Accuracy· 2024-10-10
93.9
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Arithmetic ReasoningonMathToF
Accuracy· 2024-10-10
89.2
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Arithmetic ReasoningonMathMC
Accuracy· 2024-10-10
92.2
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Arithmetic ReasoningonGSM8K
Accuracy· 2024-10-10
94.8
best: 97.72 (Claude 3.5 Sonnet (HPT))
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068

Knowledge Base4 results

Mathematical Question AnsweringonMath23K
Accuracy (5-fold)· 2024-10-10
94.3
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Mathematical Question AnsweringonSVAMP
Execution Accuracy· 2024-10-10
93.9
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Mathematical ReasoningonMath23K
Accuracy (5-fold)· 2024-10-10
94.3
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Mathematical ReasoningonSVAMP
Execution Accuracy· 2024-10-10
93.9
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068

Natural Language Processing2 results

Question AnsweringonMath23K
Accuracy (5-fold)· 2024-10-10
94.3
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068
Question AnsweringonSVAMP
Execution Accuracy· 2024-10-10
93.9
SOTA
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models arXiv:2410.08068