SpatialBot: Precise Spatial Understanding with Vision Language Models
Paper • 2406.13642 • Published • 2
SpatialBot is a VLM with spatial understanding and reasoning abilties, by precisely understanding depth maps and using them to do high-level tasks.
In this HF repo, we provide ckpts of SpatialBot-3B with LoRA, which is based on Phi-2 and SigLIP. It can perform well on general VLM tasks and spatial understanding benchmarks like SpatialBench.
You will also need to download pretrained CKPT.
Paper:
https://arxiv.org/abs/2406.13642
GitHub repo:
https://github.com/BAAI-DCAI/SpatialBot
SpatialBench, the benchmark:
https://huggingface.co/datasets/RussRobin/SpatialBench
Merged SpatialBot-3B:
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