notesum.ai
Published at December 5MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM
cs.CL
cs.AI
Released Date: December 5, 2024
Authors: Changcheng Li1, Xiangyu Wang1, Qiuju Chen1, Xiren Zhou1, Huanhuan Chen1
Aff.: 1University of Science and Technology of China

| Method | GPQA | TruthfulQA | GSM8K \bigstrut |
|---|---|---|---|
| GPT-4o mini | 38.8% | 55.4% | 93.6% \bigstrut[t] |
| + CoT | 39.1% | 57.6% | 93.3% |
| + 3-shot | 41.1% | 58.9% | 93.1% |
| + CoT 1-shot | 40.2% | 57.3% | 93.9% |
| + MTMT | 44.0% | 58.5% | 93.9% \bigstrut[b] |