← Benchmarks
RealWorldQA
RealWorldQA is a benchmark designed to evaluate basic real-world spatial understanding capabilities of multimodal models. The initial release consists of over 700 anonymized images taken from vehicles and other real-world scenarios, each accompanied by a question and easily verifiable answer. Released by xAI as part of their Grok-1.5 Vision preview to test models' ability to understand natural scenes and spatial relationships in everyday visual contexts.
id realworldqa · max 1 · 32 models reported
| # | Model | Score |
|---|---|---|
| 1 | Qwen3.8 Flash Alibaba Cloud / Qwen Team | 0.89 |
| 2 | Qwen3.8-Flash-Next Alibaba Cloud / Qwen Team · open | 0.89 |
| 3 | Qwen3.8 Max Alibaba Cloud / Qwen Team · open | 0.88 |
| 4 | Qwen3.7-Plus Alibaba Cloud / Qwen Team | 0.87 |
| 5 | Seed 2.1 Pro ByteDance | 0.87 |
| 6 | Seed 2.1 Turbo ByteDance | 0.86 |
| 7 | Qwen3.8-27B Alibaba Cloud / Qwen Team · open | 0.86 |
| 8 | Qwen3.6 Plus Alibaba Cloud / Qwen Team | 0.85 |
| 9 | Qwen3.6-35B-A3B Alibaba Cloud / Qwen Team · open | 0.85 |
| 10 | Qwen3.5-122B-A10B Alibaba Cloud / Qwen Team · open | 0.85 |
