WorldVQA Brands F-score
Multimodal · 2026-01-28
WorldVQA category F-score on 260 Brands, Logos & Graphic Design questions.
Top models (higher is better)
| Model | Score |
|---|---|
| Kimi K2.5 | 52.6 |
| Gemini 3 Pro Preview | 52.4 |
| Opus 4.5 | 47.6 |
| GPT-5.2 | 39.1 |
| Gemini 2.5 Pro | 38.8 |
| GPT-5.1 | 36.0 |
| GPT-4o | 35.2 |
| Seed1.5-VL | 32.3 |
| Sonnet 4.5 | 32.2 |
| Grok 4 Fast | 26.6 |
| Grok 4.1 Fast | 25.8 |
| Qwen3 VL 32B Instruct | 23.8 |
| Qwen3-VL-235B-A22B-Instruct | 22.3 |
| GLM-4.6V | 20.4 |
| GLM 4.6V Flash | 18.8 |