SURDS
Progress Over Time
Interactive timeline showing model performance evolution on SURDS
State-of-the-art frontier
Open
Proprietary
SURDS Leaderboard
1 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | — | 1.0M | $0.32 / $1.28 |
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What is SURDS?
SURDS is a benchmark for spatial understanding and reasoning in autonomous-driving scenes.
SURDS is a multimodal benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.8, with the leader at 0.8.
Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.
Current leaders
Qwen3.7-Plus from Alibaba Cloud / Qwen Team currently leads the SURDS leaderboard with a score of 0.772 across 1 evaluated AI models.
FAQ
Common questions about the SURDS benchmark and leaderboard.