HELM MMLU - Logical Fallacies: leaderboard
Metric: EM. Source: crfm.stanford.edu. 79 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude 3.5 Sonnet (20240620) | 92.64 |
| 2 | Llama 3.1 405B Instruct | 92.02 |
| 3 | Claude 3.5 Sonnet (20241022) | 91.41 |
| 4 | Gemini 2.0 Flash (Preview) | 91.41 |
| 5 | DeepSeek V3 | 91.41 |
| 6 | Qwen 2 72B Instruct | 91.41 |
| 7 | Gemini 1.5 Pro (002) | 90.18 |
| 8 | GPT-4o (2024-08-06) | 90.18 |
| 9 | Claude 3 Opus (20240229) | 89.57 |
| 10 | Gemini 1.5 Pro (001) | 89.57 |
| 11 | Qwen 2.5 72B Instruct | 88.96 |
| 12 | GPT-4o (2024-05-13) | 88.34 |
| 13 | Yi 34B (Base) | 88.34 |
| 14 | Mixtral 8x22B | 87.73 |
| 15 | GPT-4o Mini (2024-07-18) | 87.12 |
Interactive version: theaggregate.ai/benchmark?slug=helm-mmlu-logical-fallacies · How It Works · Data refreshed daily, snapshot 2026-09-08.