SAHARA - Named Entity Recognition: leaderboard
Metric: Macro-F1 (%). Source: huggingface.co. 47 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 71.06 |
| 2 | GPT-5 | 66.23 |
| 3 | Gemini 2.5 Pro | 62.96 |
| 4 | GPT-5.6 Luna | 59.63 |
| 5 | GPT-5.1 | 58.13 |
| 6 | Claude Sonnet 4 (20250514) | 35.06 |
| 7 | Claude Sonnet 4 | 32.89 |
| 8 | GPT-4.1 | 27.04 |
| 9 | Qwen 3.6 27B | 24.92 |
| 10 | Gemini 2.5 Flash | 22.65 |
| 11 | Qwen 3.5 27B | 21.67 |
| 12 | Gemma 4 31B (IT) | 20.79 |
| 13 | c4ai-command-a-03-2025 | 16.88 |
| 14 | Gemma 4 26B A4B (IT) | 16.46 |
| 15 | Gemma 2 27B (IT) | 13.14 |
Interactive version: theaggregate.ai/benchmark?slug=sahara-named-entity-recognition · How It Works · Data refreshed daily, snapshot 2026-09-19.