HELM MMLU - Sociology: leaderboard

The "Sociology" subtask of HELM MMLU. HELM Classic MMLU group leaderboard from the public HELM release artifacts.

Metric: EM. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 79 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.5 Sonnet (20240620)96.02#298
2Claude 3.5 Sonnet (20241022)95.52#291
3DeepSeek V395.52#323
4Gemini 1.5 Pro (002)95.02#350
5GPT-4o (2024-08-06)94.53#335
6GPT-4o (2024-05-13)94.03#326
7Llama 3.1 405B Instruct94.03#461
8Claude 3 Opus (20240229)94.03#413
9Qwen 2 72B Instruct93.53#579
10GPT-4 (0613)93.03#494
11Mistral Large93.03#715
12Llama 3 70B93.03#635
13Jamba 1.5 Large93.03#674
14Qwen 2.5 72B Instruct92.54#458
15GPT-4 Turbo (Preview)92.54#399

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-mmlu-sociology · How It Works · Data refreshed daily, snapshot 2026-10-23.