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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 16:37:01 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 16:37:01 -0500 |
| commit | ad8819a63e632e0ba7364c56127e1f31b832530f (patch) | |
| tree | 405e73e17c397f3bb8317f35be64ad5d3ae0ca52 /RANK_RESULTS.md | |
| parent | 0ba1fe093c8393c473fd13ec44d07cacb83ec33f (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 'RANK_RESULTS.md')
| -rw-r--r-- | RANK_RESULTS.md | 9 |
1 files changed, 9 insertions, 0 deletions
diff --git a/RANK_RESULTS.md b/RANK_RESULTS.md index 2998e47..adaee21 100644 --- a/RANK_RESULTS.md +++ b/RANK_RESULTS.md @@ -85,6 +85,15 @@ side, all measured at matched width: | 6 spectral segments | 0.692 | 15 | | 16 spectral segments | 0.679 | 14 | | annotated region boxes (oracle) | 0.703 | 15 | +| DINOv2-base, 12 layers, 768-dim | 0.731 | 15 | +| DINOv2-large, 24 layers, 1024-dim | 0.709 | 15 | + +The backbone row was a pre-registered prediction rather than a hope: the width +had failed to respond to every other vision-side change, so a larger encoder +was predicted to leave it alone. **Doubling the depth and widening the +representation leaves the shared count at exactly 15** and moves the +correlation by less than the segmentation noise floor, in the wrong direction. +The prediction survives, and the row closes on a measurement. Handing the pipeline ground-truth boxes buys one direction over unsupervised segmentation and nothing over using fewer segments. This confirms from a new |
