Mind's Eye - Visual Relation Abstraction: leaderboard
Metric: Accuracy (%) on the visual relation abstraction (Bongard-style, find the figure lacking the shared attribute) task of Mind's Eye (6-option multiple choice, 100 procedurally generated items, chain-of-thought prompt, answers extracted by an LLM evaluator; keys uniformly distributed over the options); higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 29 |
| 2 | GPT-4o | 28.4 |
| 3 | Qwen 2.5 VL 32B Instruct | 25.1 |
| 4 | O3 | 21.1 |
| 5 | Qwen 2.5 VL 7B Instruct | 19.1 |
Interactive version: theaggregate.ai/benchmark?slug=mind-s-eye-visual-relation-abstraction · How It Works · Data refreshed daily, snapshot 2026-10-07.