PerceptionBench - Counting
Multimodal · 2026-07-16
The PerceptionBench counting category contains 330 questions that require accurately enumerating visible objects or patterns in an image.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-5.6 Sol | 62.4 |
| Kimi K3 | 59.7 |
| Gemini 3.1 Pro Preview | 56.9 |
| GPT-5.5 | 55.8 |
| Qwen3.7-Plus | 53.3 |
| Claude Fable 5 | 52.9 |
| Doubao Seed 2.1 Pro | 51.2 |
| Qwen3.5 397B A17B | 49.1 |
| Kimi K2.6 | 45.2 |
| Opus 4.8 | 44.2 |
| Gemini 3.5 Flash | 43.6 |
| GLM 5V Turbo | 40.0 |
| Grok 4.5 | 35.2 |
| Gemma 4 31B IT | 33.9 |
| GLM-4.6V | 31.8 |
| MiniMax M3 | 30.3 |