Vertical card per image. Tap-to-expand for full scalar values + map thumbnails. Has sort, filter, and a "view all as" picker that swaps every thumbnail to a chosen feature map (saliency, symmetry diff, edge density, etc.).
Big sortable table. Click any column header to sort. Each cell shows the scalar value plus a thumbnail of the per-pixel map (when available). Heavy — designed for laptop/desktop.
One-page distillation: per-bucket stats, correlations, the most-significant features that move with hand-given face-likeness ratings.
For each metric: top-8 and bottom-8 images. Useful sanity check — does the "most symmetric" image actually look symmetric?
Bigger row-by-row table grouped by source dir. Best for scanning all images together.