WorldVQA Nature F-score
Multimodal · 2026-01-28
WorldVQA category F-score on 326 Nature & Environment questions.
Top models (higher is better)
| Model | Score |
|---|---|
| Gemini 3 Pro Preview | 45.1 |
| Seed1.5-VL | 41.4 |
| Kimi K2.5 | 40.6 |
| Gemini 2.5 Pro | 37.1 |
| Opus 4.5 | 32.5 |
| GPT-5.1 | 27.3 |
| Qwen3-VL-235B-A22B-Instruct | 26.1 |
| GPT-4o | 25.6 |
| GLM-4.6V | 24.5 |
| GPT-5.2 | 24.3 |
| Sonnet 4.5 | 19.4 |
| Grok 4.1 Fast | 18.4 |
| Qwen3 VL 32B Instruct | 18.1 |
| Grok 4 Fast | 17.8 |
| GLM 4.6V Flash | 16.0 |