VPCT
Multimodal · 2025-04-19
VPCT contains 100 elementary visual-physics problems in which a ball travels down ramps toward buckets. Models must predict which bucket will catch the ball. Published leaderboard values are mean percentage accuracy across repeated runs of these same 100 problems; per-model run counts are not published.
Top models (higher is better)
| Model | Score |
|---|---|
| Gemini 3 Pro Preview | 91.0 |
| GPT-5.2 | 84.0 |
| Gemini 3 Flash Preview | 72.6 |
| GPT-5 | 66.0 |
| GPT-5.1 | 58.7 |
| O4 Mini | 57.5 |
| o3 | 52.0 |
| Gemini 2.5 Pro | 46.4 |
| Gemini 2.5 Flash Preview (09-2025) | 46.2 |
| GPT-4.5 | 45.0 |
| Gemini Robotics-ER 1.5 | 40.8 |
| Gemini 2.5 Pro Preview 05-06 | 40.5 |
| GPT-5 Mini | 40.2 |
| Opus 4.5 | 40.0 |
| GPT-4o (source unspecified) | 40.0 |
| Sonnet 4.5 | 39.8 |
| Claude 3.7 Sonnet | 39.0 |
| Opus 4 | 38.0 |
| Gemini 2.5 Flash Preview 04-17 | 38.0 |
| GPT-5 Nano | 37.2 |
| o1 (2024-12-17) | 37.0 |
| Opus 4.1 | 35.0 |
| Sonnet 4 | 34.0 |
| GPT-4o Mini | 34.0 |
| GPT-4.1 | 33.0 |
| Gemini 2.5 Flash-Lite Preview (09-2025) | 30.0 |