Mind's Eye - Hierarchical Pattern Equivalence: leaderboard
Metric: Accuracy (%) on the hierarchical pattern equivalence task of Mind's Eye (4-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 | GPT-4o | 26.6 |
| 2 | Qwen 2.5 VL 7B Instruct | 24.2 |
| 3 | O3 | 22.4 |
| 4 | Gemini 2.5 Pro | 20.2 |
| 5 | Qwen 2.5 VL 32B Instruct | 18.3 |
Interactive version: theaggregate.ai/benchmark?slug=mind-s-eye-hierarchical-pattern-equivalence · How It Works · Data refreshed daily, snapshot 2026-10-07.