Figure 1 — encoder steering
How much control does rank K buy?
size · low k*
orientation · high k*
DINOv2
CLIP
SigLIP
Solid = steering success (1.0 = full control). Dashed = identity preserved (1.0 = object still recognized). Vertical line = k*. Drag anywhere on the plot.