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authorYurenHao0426 <Blackhao0426@gmail.com>2026-08-01 16:37:01 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-08-01 16:37:01 -0500
commitad8819a63e632e0ba7364c56127e1f31b832530f (patch)
tree405e73e17c397f3bb8317f35be64ad5d3ae0ca52 /artifacts/vg_5k
parent0ba1fe093c8393c473fd13ec44d07cacb83ec33f (diff)
Close the backbone row: the prediction held
DINOv2-large, twice the depth of base and wider, leaves the shared count at exactly 15 and moves the correlation by less than the segmentation noise floor. Four vision-side interventions now raise the vision field's own rank and leave the intersection alone. The cheap tier of the register is exhausted. What remains is a corpus chosen for naturally wide overlap, promoted to the central bet, and the unbalanced formulation, promoted to the critical path since such a corpus is unlikely to arrive in bijection. Co-Authored-By: Claude <noreply@anthropic.com>
Diffstat (limited to 'artifacts/vg_5k')
-rw-r--r--artifacts/vg_5k/np_bb_base.json11
-rw-r--r--artifacts/vg_5k/np_bb_large.json11
-rw-r--r--artifacts/vg_5k/shared_rank_backbone.json179
3 files changed, 201 insertions, 0 deletions
diff --git a/artifacts/vg_5k/np_bb_base.json b/artifacts/vg_5k/np_bb_base.json
new file mode 100644
index 0000000..d5e8d81
--- /dev/null
+++ b/artifacts/vg_5k/np_bb_base.json
@@ -0,0 +1,11 @@
+{
+ "protocol": "Continuous states, content projection fitted per modality on scenes outside the evaluated set. Hidden pairs are read only for the correlation.",
+ "samples": 256,
+ "views": 1,
+ "kept_directions": 64,
+ "weight_power": 0.5,
+ "moment_degree": 2,
+ "phrase_encoding": "structured",
+ "field_correlation_at_truth": 0.7309253746041529,
+ "recovery_threshold": 0.9
+} \ No newline at end of file
diff --git a/artifacts/vg_5k/np_bb_large.json b/artifacts/vg_5k/np_bb_large.json
new file mode 100644
index 0000000..371b6e6
--- /dev/null
+++ b/artifacts/vg_5k/np_bb_large.json
@@ -0,0 +1,11 @@
+{
+ "protocol": "Continuous states, content projection fitted per modality on scenes outside the evaluated set. Hidden pairs are read only for the correlation.",
+ "samples": 256,
+ "views": 1,
+ "kept_directions": 64,
+ "weight_power": 0.5,
+ "moment_degree": 2,
+ "phrase_encoding": "structured",
+ "field_correlation_at_truth": 0.7089623334444308,
+ "recovery_threshold": 0.9
+} \ No newline at end of file
diff --git a/artifacts/vg_5k/shared_rank_backbone.json b/artifacts/vg_5k/shared_rank_backbone.json
new file mode 100644
index 0000000..85f8270
--- /dev/null
+++ b/artifacts/vg_5k/shared_rank_backbone.json
@@ -0,0 +1,179 @@
+{
+ "protocol": "Effective rank from the participation ratio of each field's spectrum; shared directions from principal angles between the two leading eigenspaces. No pairing enters beyond the alignment the fields already carry.",
+ "width": 32,
+ "rows": [
+ {
+ "label": "dinov2-base",
+ "size": 256,
+ "correlation": 0.7309253746041529,
+ "visual_effective_rank": 39.354355315104065,
+ "text_effective_rank": 48.51028021023378,
+ "shared_directions_cos_gt_0.7": 16,
+ "shuffled_null": 1.0,
+ "shared_above_null": 15.0,
+ "principal_cosines_top8": [
+ 0.989,
+ 0.97,
+ 0.961,
+ 0.958,
+ 0.935,
+ 0.929,
+ 0.919,
+ 0.916
+ ],
+ "spectrum_profile": [
+ {
+ "index": 0,
+ "best_text_overlap": 0.8752914618130935
+ },
+ {
+ "index": 1,
+ "best_text_overlap": 0.7113889267529432
+ },
+ {
+ "index": 2,
+ "best_text_overlap": 0.6474520213694175
+ },
+ {
+ "index": 3,
+ "best_text_overlap": 0.4561670462980055
+ },
+ {
+ "index": 4,
+ "best_text_overlap": 0.7889444327260163
+ },
+ {
+ "index": 5,
+ "best_text_overlap": 0.4798210203235249
+ },
+ {
+ "index": 6,
+ "best_text_overlap": 0.5388775689204454
+ },
+ {
+ "index": 7,
+ "best_text_overlap": 0.38535987856698345
+ },
+ {
+ "index": 8,
+ "best_text_overlap": 0.35775238981774193
+ },
+ {
+ "index": 9,
+ "best_text_overlap": 0.40119867473784454
+ },
+ {
+ "index": 10,
+ "best_text_overlap": 0.2947247041857286
+ },
+ {
+ "index": 11,
+ "best_text_overlap": 0.35693618856678805
+ },
+ {
+ "index": 12,
+ "best_text_overlap": 0.3374522541229742
+ },
+ {
+ "index": 13,
+ "best_text_overlap": 0.24867975139657714
+ },
+ {
+ "index": 14,
+ "best_text_overlap": 0.24833229549726515
+ },
+ {
+ "index": 15,
+ "best_text_overlap": 0.3646745592021869
+ }
+ ]
+ },
+ {
+ "label": "dinov2-large",
+ "size": 256,
+ "correlation": 0.7089623334444308,
+ "visual_effective_rank": 34.09936031350298,
+ "text_effective_rank": 48.51028021023378,
+ "shared_directions_cos_gt_0.7": 16,
+ "shuffled_null": 1.0,
+ "shared_above_null": 15.0,
+ "principal_cosines_top8": [
+ 0.991,
+ 0.969,
+ 0.961,
+ 0.956,
+ 0.935,
+ 0.92,
+ 0.912,
+ 0.906
+ ],
+ "spectrum_profile": [
+ {
+ "index": 0,
+ "best_text_overlap": 0.8501366463451905
+ },
+ {
+ "index": 1,
+ "best_text_overlap": 0.702180071463519
+ },
+ {
+ "index": 2,
+ "best_text_overlap": 0.7558696816944022
+ },
+ {
+ "index": 3,
+ "best_text_overlap": 0.5885227667993027
+ },
+ {
+ "index": 4,
+ "best_text_overlap": 0.686980306019425
+ },
+ {
+ "index": 5,
+ "best_text_overlap": 0.4753734481010367
+ },
+ {
+ "index": 6,
+ "best_text_overlap": 0.514674338549242
+ },
+ {
+ "index": 7,
+ "best_text_overlap": 0.36351201198898186
+ },
+ {
+ "index": 8,
+ "best_text_overlap": 0.6277398229978914
+ },
+ {
+ "index": 9,
+ "best_text_overlap": 0.3043972557562218
+ },
+ {
+ "index": 10,
+ "best_text_overlap": 0.38398700857650125
+ },
+ {
+ "index": 11,
+ "best_text_overlap": 0.2633551172681774
+ },
+ {
+ "index": 12,
+ "best_text_overlap": 0.37175039776017144
+ },
+ {
+ "index": 13,
+ "best_text_overlap": 0.3640902133116658
+ },
+ {
+ "index": 14,
+ "best_text_overlap": 0.23400241918530762
+ },
+ {
+ "index": 15,
+ "best_text_overlap": 0.30808914881072025
+ }
+ ]
+ }
+ ],
+ "reading": "The narrow modality is the one to upgrade. A shared count far below both effective ranks means each side is rich but they are rich about different things."
+} \ No newline at end of file