Mathematical Reasoning on SingleEQ (test)
99.01AccuracyCoT + Skill-Based
Evaluation Results
| Method | Links | |
|---|---|---|
| CoT + Skill-BasedPrompting=Chain-of-Thought with Skill-Based exemplar selection, Model=GPT-4-0613, Shots=4-shot, Decoding Strategy=Greedy decoding2024.05 | 99.01 | |
| CoT + PALPrompting=Hybrid CoT + PAL, Model=GPT-4-0613, Shots=4-shot, Decoding Strategy=Greedy decoding2024.05 | 98.6 | |
| CoTPrompting=Chain-of-Thought, Model=GPT-4-0613, Shots=4-shot, Decoding Strategy=Greedy decoding2024.05 | 97.2 | |
| PALPrompting=Program-Aided Language Models, Model=GPT-4-0613, Shots=4-shot, Decoding Strategy=Greedy decoding2024.05 | 96.8 |