From Recovery to Drop-off: How Action Post-training Reduces a VLM's Late-Layer Depth Decodability

Alexander Hackett, Arnaud Denis-Remillard, Axel Cassou

How much of a vision-language model's (VLM) spatial understanding remains after the action post-training process of building a vision-language-action model (VLA)? We probe depth pe…