UnrestSent200K - Few-Shot Accuracy: leaderboard

UnrestSent200K few-shot accuracy under expert prompting. Higher is better. Source: arxiv.org/abs/2609.16997.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 15 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o Mini76#598
2GPT-4.1 Mini73#363
3GPT-4.1 Nano69#730
4Qwen 2.5 7B61#895
5Gemma 3 4B59#1088
6Qwen 3 4B Instruct59#661
7Llama 3.1 8B58#1130
8Qwen 3 4B58#834
9Qwen 2.5 3B55#1177
10Gemma 3 1B52#1505
11Qwen 2.5 1.5B49#1412
12Llama 3.2 3B45#1376
13Qwen 2.5 0.5B39#1536

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=unrestsent200k-few-shot-accuracy · How It Works · Data refreshed daily, snapshot 2026-11-05.