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Ovis
Alibaba
Structures found in this family (1)
Linear Separability
By model (1)
Ovis2.5-2B
· 2B
Linear Separability
Observations (1)
Lightweight VLMs linearly encode object presence but never orientation
Papers
Probing Visual Concepts in Lightweight Vision-Language Models for Automated Driving (2026)