PerceptionBench - Visual Relation
Multimodal · 2026-07-16
The PerceptionBench visual-relation category contains 330 questions that test whether a model can perceive visible spatial, directional, and structural relationships between image elements.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-5.6 Sol | 69.7 |
| Kimi K3 | 68.2 |
| GPT-5.5 | 61.9 |
| Qwen3.7-Plus | 59.1 |
| Gemini 3.1 Pro Preview | 58.8 |
| Claude Fable 5 | 58.5 |
| Doubao Seed 2.1 Pro | 57.6 |
| Qwen3.5 397B A17B | 55.2 |
| Gemini 3.5 Flash | 53.6 |
| Opus 4.8 | 51.4 |
| Kimi K2.6 | 50.9 |
| Grok 4.5 | 47.0 |
| Gemma 4 31B IT | 42.7 |
| GLM 5V Turbo | 41.2 |
| MiniMax M3 | 40.0 |
| GLM-4.6V | 35.2 |