PointGrounding
Progress Over Time
Interactive timeline showing model performance evolution on PointGrounding
PointGrounding Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | 7B | — | — |
What is PointGrounding?
PointArena is a comprehensive platform for evaluating multimodal pointing across diverse reasoning scenarios. It includes Point-Bench, a curated dataset of ~1,000 pointing tasks across five categories: Spatial (positional references), Affordance (functional part identification), Counting (attribute-based grouping), Steerable (relative pointing), and Reasoning (open-ended visual inference). The benchmark evaluates language-guided pointing capabilities in vision-language models.
PointGrounding is a multimodal benchmark evaluating models on multimodal, spatial reasoning, grounding, and vision tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.
Compare leaders on the best AI for multimodal, best AI for spatial reasoning, best AI for grounding and best AI for vision leaderboards.
Current leaders
Qwen2.5-Omni-7B from Alibaba Cloud / Qwen Team currently leads the PointGrounding leaderboard with a score of 0.665 across 1 evaluated AI models.
FAQ
Common questions about the PointGrounding benchmark and leaderboard.