CulMind - Ancient Books: leaderboard
Metric: Ancient Books subdomain score: macro-average of the task scores (0-100) in the subdomain, each of the 50 tasks keeping its own primary metric such as accuracy or F1, answer-only setting, images from more than 100 museum collections; higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 48.1 |
| 2 | Qwen 3 VL 32B Instruct | 45.8 |
| 3 | GPT-5.5 | 44.9 |
| 4 | GLM-4.5V | 44.3 |
| 5 | Gemini 2.5 Flash | 43.4 |
| 6 | Qwen 3 VL 8B Instruct | 43.4 |
| 7 | Qwen 3.5 27B | 39.6 |
| 8 | InternVL3-14B | 39.2 |
| 9 | GPT-5.4 Mini | 37.7 |
| 10 | InternVL3-8B | 37 |
| 11 | Qwen 3.5 9B | 33.1 |
Interactive version: theaggregate.ai/benchmark?slug=culmind-ancient-books · How It Works · Data refreshed daily, snapshot 2026-09-29.