New study probes 10 vision foundation models across 4 levels: how much spatial information survives?
liuziwei7 · x · 2026-11-03
Researchers shared their latest work investigating to what extent spatial information is preserved in vision foundation models.
The core argument: spatial perception is more than recognizing images — it requires a persistent spatial state, maintained beyond observation, updated under self-motion, and used to act. The study probes 10 models at 4 levels to test whether vision foundation models support such a state. Paper link and discussion thread are available.
Related event: Probing 10 Visual Foundation Models Finds None Fully Supports Spatial State(4 posts)→
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