Ch4 Clean Symbolic Bbox Traversal

Four-class qualitative traversal for the Chapter 4 symbolic+bbox to RepTok grounder. The first panel is a neutral symbolic input reference drawn from class ID plus bbox only; no source image or caption is shown or supplied. Green boxes mark the commanded traversal positions, matching the Chapter 2 direct traversal convention.

Classes: 340 zebra, 404 airliner, 579 grand piano, 779 school bus. Sports car was excluded from this clean figure because its selected bbox was too large for the intended visual.

Split note: this uses the thesis/internal held-out ImageNet val_imagenet_joint_indices split, whose manifest paths point into the original train image tree. Source JPEGs are not part of the cleaned figure, and missing source images are replaced only to let the legacy evaluator reach the clean renderer.

download zip package meta.json attention_scores.csv bbox_iou_scores.csv

Combined Figure

Ch4 clean four-class symbolic bbox traversal

Per-Class Panels

zebra traversal
class 340 zebra
airliner traversal
class 404 airliner
grand piano traversal
class 579 grand piano
school bus traversal
class 779 school bus