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cs.CV2025
Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks
Nils Hoehing, Mayug Maniparambil, Ellen Rushe +2
We propose RocketScience, an open-source contrastive VLM benchmark that tests for spatial relation understanding. It is comprised of entirely new real-world image-text pairs coveri…
cs.CV2023
What's left can't be right -- The remaining positional incompetence of contrastive vision-language models
Nils Hoehing, Ellen Rushe, Anthony Ventresque
Contrastive vision-language models like CLIP have been found to lack spatial understanding capabilities. In this paper we discuss the possible causes of this phenomenon by analysin…