Mind's Eye - Visual Conceptual Slippage: leaderboard
Metric: Accuracy (%) on the visual conceptual slippage (odd one out among six panels) 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 | 35.3 |
| 2 | Qwen 2.5 VL 32B Instruct | 30.2 |
| 3 | GPT-4o | 25.2 |
| 4 | O3 | 23.7 |
| 5 | Qwen 2.5 VL 7B Instruct | 22.7 |
Interactive version: theaggregate.ai/benchmark?slug=mind-s-eye-visual-conceptual-slippage · How It Works · Data refreshed daily, snapshot 2026-10-07.