SLM Trustworthiness - Privacy: leaderboard
Metric: TrustLLM privacy accuracy (%; sub-task mean). Source: arxiv.org. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama 3.2 1B Instruct | 60.21 |
| 2 | Llama 3.2 3B Instruct | 60.15 |
| 3 | Gemma 1.1 7B (IT) | 60.13 |
| 4 | Llama 3.1 8B Instruct | 49.16 |
| 5 | SmolLM2-360M-Instruct | 48.59 |
| 6 | Qwen 2.5 7B Instruct | 41.53 |
| 7 | Qwen 2.5 1.5B Instruct | 40.89 |
| 8 | Qwen 2.5 3B Instruct | 40.48 |
| 9 | h2o-danube3-500m-chat | 29.02 |
| 10 | Qwen 2.5 0.5B Instruct | 27.56 |
Interactive version: theaggregate.ai/benchmark?slug=slm-trustworthiness-privacy · How It Works · Data refreshed daily, snapshot 2026-09-19.