VLA-Retain: Benchmarking Cross-Dimension Effects of Vision Tuning in VLAs.

arXiv:2610.27698v1 Announce Type: cross Abstract: Vision-language-action (VLA) models transfer knowledge from large-scale pretraining into robot control, but their manipulation performance remains sensitive to changes in observation conditions, which recent wo