Upload README.md with huggingface_hub

README.md

@@ -55,9 +55,13 @@ please credit *QtMeshEditor*.
 
 ## Evaluation
 
-- Held-out synthetic validation accuracy: **93.8%** (per-point, unknown
-  masked). Real-world CC0 vegetation packs are the planned next data slice
-  (mined via material/submesh-name labels).
+- Held-out synthetic validation accuracy: **93.3%** (v1.1 — a harder
+  big-canopy / drooping-oak distribution; v1.0 scored 93.8% on the narrower
+  set), per-point, unknown masked. Real-world CC0 vegetation packs are the
+  planned next data slice (mined via material/submesh-name labels).
+- Real-world check (stylized oak FBX, huge low canopy + stubby trunk):
+  v1.0 mislabelled ~63k canopy verts as trunk; v1.1 cuts that ~6× (63k→10k
+  trunk verts, foliage 63%→93% of the mesh).
 
 ## Reproducing
 
@@ -67,4 +71,10 @@ repo (one-time, offline; the app never runs Python). Strategy + roadmap:
 
 ## Versions
 
-- **v1.0.0** (current) — initial synthetic-only release (#818 Track B2).
+- **v1.1.0** (current) — big-canopy robustness: added an `oak` regime
+  (stubby trunk, canopy 1.1–2.2× larger, foliage drooping down around/below
+  the trunk top with a low skirt) and solid-VOLUME canopy fill (real leaf-card
+  canopies are dense volumes, not the hollow shells v1.0 trained on). Fixes
+  the verified real-world failure where a stylized oak's low canopy was
+  labelled trunk.
+- **v1.0.0** — initial synthetic-only release (#818 Track B2).