IntentGrasp - Smart Assistant: leaderboard
Metric: Instance F1 (%) on the Smart Assistant (SA) domain of the 12,909-item All Set, mean over option-order shuffles, zero-shot at temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | gemma-4-E4B-it | 35.78 |
| 2 | Llama 3.3 70B Instruct [4bit] | 33.05 |
| 3 | Qwen 3 4B | 30.63 |
| 4 | Gemma 4 E2B (IT) | 28.22 |
| 5 | Qwen 3 8B | 27.92 |
| 6 | Llama 3.1 8B Instruct | 20.9 |
| 7 | Llama 3.2 3B Instruct | 19.92 |
| 8 | OLMo 3 7B Instruct | 17.9 |
Interactive version: theaggregate.ai/benchmark?slug=intentgrasp-smart-assistant · How It Works · Data refreshed daily, snapshot 2026-10-07.