ImmersedPrivacy - Social Context Rating Error (Native Audio): leaderboard
Metric: Mean absolute error (Tier 2: the model's 1-5 appropriateness rating of each candidate action against the mean human rating; social-state audio or dialogue given as raw audio; lower is better). Source: arxiv.org. Saturation forecast: Around May 2028. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) (High) | 1.35 |
| 2 | Gemini 3 Flash (Preview) (Low) | 1.41 |
| 3 | Gemini 3.1 Pro (Preview) (High) | 1.74 |
| 4 | Gemini 3.1 Pro (Preview) (Low) | 1.78 |
Interactive version: theaggregate.ai/benchmark?slug=immersedprivacy-social-context-rating-error-native-audio · How It Works · Data refreshed daily, snapshot 2026-09-26.