24 Symbolic Traversal

Yellow box: original bbox. Green box: traversed symbolic bbox. This page compares activated and raw-start sigmoid-keep bbox grounders with dynamic versus source-pinned symbolic proposals.

summary.json | bbox_iou_aggregate_all.csv

Class Readout Sanity Check

Symbolic-label RepTok probe. Direct is step 0; grounded bars are step 5.

class_probe_sanity_check.csv

Combined Proxy IoU Comparison

Same 1000 metric samples where available. Labels retain the traversal family so raw-start, Page 33 activated, and clean activated/raw-anchor conditions can be compared in one place.

bbox_iou_aggregate_all.csv

condition	GW IoU	bbox-probe IoU	n
raw-start \| direct	0.378	0.585	1000
raw-start \| activated_dynamic_sigmoid	0.374	0.603	1000
raw-start \| raw_dynamic_sigmoid	0.224	0.531	1000
raw-start \| raw_pinned_sigmoid	0.282	0.645	1000
raw-start \| historical_raw_pinned	0.315	0.664	1000
page33/clean \| direct	0.378	0.585	1000
page33/clean \| page33_pinned_softmax	0.380	0.617	1000
page33/clean \| page33_pinned_sigmoid	0.374	0.630	1000
page33/clean \| page33_dynamic_softmax	0.380	0.598	1000
page33/clean \| page33_dynamic_sigmoid	0.374	0.603	1000
page33/clean \| clean_activated_raw_pinned_sigmoid	0.345	0.662	1000