WorldVQA Objects F-score
Multimodal · 2026-01-28
WorldVQA category F-score on 437 Objects & Products questions.
Top models (higher is better)
| Model | Score |
|---|---|
| Gemini 3 Pro Preview | 48.1 |
| Kimi K2.5 | 44.7 |
| Gemini 2.5 Pro | 39.6 |
| Opus 4.5 | 39.6 |
| Seed1.5-VL | 32.8 |
| GPT-5.2 | 26.6 |
| GPT-5.1 | 26.6 |
| Qwen3-VL-235B-A22B-Instruct | 26.1 |
| Grok 4.1 Fast | 25.2 |
| Sonnet 4.5 | 22.9 |
| Grok 4 Fast | 22.0 |
| GLM-4.6V | 19.2 |
| GPT-4o | 19.1 |
| Qwen3 VL 32B Instruct | 19.0 |
| GLM 4.6V Flash | 14.9 |