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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

#ModelScore
1Qwen3.8 Flash
Alibaba Cloud / Qwen Team
0.89
2Qwen3.8-Flash-Next
Alibaba Cloud / Qwen Team · open
0.89
3Qwen3.8 Max
Alibaba Cloud / Qwen Team · open
0.88
4Qwen3.7-Plus
Alibaba Cloud / Qwen Team
0.87
5Seed 2.1 Pro
ByteDance
0.87
6Seed 2.1 Turbo
ByteDance
0.86
7Qwen3.8-27B
Alibaba Cloud / Qwen Team · open
0.86
8Qwen3.6 Plus
Alibaba Cloud / Qwen Team
0.85
9Qwen3.6-35B-A3B
Alibaba Cloud / Qwen Team · open
0.85
10Qwen3.5-122B-A10B
Alibaba Cloud / Qwen Team · open
0.85