SocialPersona - Direct Profiling: leaderboard
Metric: Interest-tag F1 (%) of the constructed profile against human-verified stable and recent interest tags in seven domains (exact match, then o3 semantic matching), from timelines of 100 social-media users given as post text, image captions and timestamps (up to 200 posts), the whole timeline in one pass; higher is better. Source: arxiv.org. Saturation forecast: Around September 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 33.38 |
| 2 | Gemini 2.5 Flash | 32.88 |
| 3 | GPT-4o Mini | 27.85 |
| 4 | Qwen 3.5 35B A3B | 26.69 |
| 5 | Qwen 3 VL 8B Instruct | 22.46 |
| 6 | Qwen 2.5 VL 7B Instruct | 1.67 |
Interactive version: theaggregate.ai/benchmark?slug=socialpersona-direct-profiling · How It Works · Data refreshed daily, snapshot 2026-09-29.