PerceptionBench - Attribute
Multimodal · 2026-07-16
The PerceptionBench attribute category contains 330 questions that test perception of visible properties such as color, texture, shape, composition, and appearance.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-5.6 Sol | 62.1 |
| Gemini 3.1 Pro Preview | 61.8 |
| Claude Fable 5 | 60.9 |
| GPT-5.5 | 60.9 |
| Kimi K3 | 59.4 |
| Doubao Seed 2.1 Pro | 58.2 |
| Qwen3.7-Plus | 55.8 |
| Gemini 3.5 Flash | 54.5 |
| Qwen3.5 397B A17B | 53.0 |
| Opus 4.8 | 49.4 |
| Kimi K2.6 | 43.6 |
| GLM 5V Turbo | 41.2 |
| Gemma 4 31B IT | 40.3 |
| Grok 4.5 | 39.4 |
| GLM-4.6V | 35.2 |
| MiniMax M3 | 34.6 |