AesGuide - Expert Assessment: leaderboard
Metric: Expert assessment score on 100 sampled AesGuide photos: ten photography professionals score each critique 0, 1 or 2 with the judge's prompts, mean of completeness, preciseness and relevance on a 0 to 2 scale; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o | 1.15 | #333 |
| 2 | MiniCPM-V-2.6 | 0.92 | #825 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=aesguide-expert-assessment · How It Works · Data refreshed daily, snapshot 2026-10-11.