UrduMMLU (Urdu Prompt) - Social Sciences: leaderboard
Metric: Social Sciences (7,959 questions in 11 subjects, including Pakistan studies, civics and economics) exact-match accuracy (%) on UrduMMLU's Urdu multiple-choice questions from Pakistani MCQ banks and public examinations, zero-shot, answer key parsed from the generation (unparsable, malformed or error outputs count as wrong); temperature 0 where available, 4,096 output tokens, Urdu instruction prompt. Source: arxiv.org. Saturation forecast: Around December 2026. 30 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.5 Flash | 92.25 |
| 2 | Gemini 3.1 Flash Lite | 90.2 |
| 3 | GPT-5.4 | 89.47 |
| 4 | DeepSeek V4 Flash | 88.78 |
| 5 | Claude Sonnet 4.6 | 87.62 |
| 6 | Qwen 3.6 35B A3B | 84.19 |
| 7 | Gemma 4 31B (IT) | 82.12 |
| 8 | Llama 4 Maverick Instruct | 81.38 |
| 9 | GPT-5.4 Mini | 78.54 |
| 10 | Claude Haiku 4.5 | 77.06 |
| 11 | Gemma 4 26B A4B (IT) | 75.46 |
| 12 | Qwen 3.6 27B | 74.63 |
| 13 | Llama 3.3 70B Instruct | 73.51 |
| 14 | Llama 4 Scout Instruct | 72.57 |
| 15 | Ministral-3-8B-Instruct-2512 | 62.81 |
Interactive version: theaggregate.ai/benchmark?slug=urdummlu-urdu-prompt-social-sciences · How It Works · Data refreshed daily, snapshot 2026-09-29.