Mathematical Reasoning on GSM8K (PEEM & Overall Scores)
95.3AccuracyGPT-4o-mini
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPT-4o-miniTask Model=GPT-4o-mini2026.03 | 95.3 | 4.882 | 4.847 | 4.701 | |
| Gemini-2.5-FlashTask Model=Gemini-2.5-Flash2026.03 | 94.1 | 4.81 | 4.855 | 4.712 | |
| Qwen-2.5-7B-ITTask Model=Qwen-2.5-7B-IT2026.03 | 86 | 4.654 | 4.723 | 4.506 | |
| LLaMA-3.1-8B-ITTask Model=LLaMA-3.1-8B-IT2026.03 | 83.6 | 4.48 | 4.646 | 4.405 | |
| Echo-LoRAModel=LLaMA2-7B2026.05 | 58.61 | — | — | — | |
| Gemma-2-9B-ITTask Model=Gemma-2-9B-IT2026.03 | 57.1 | 4.354 | 4.582 | 4.125 | |
| Flat-LoRAModel=LLaMA2-7B2026.05 | 56.25 | — | — | — |