Add model-index benchmark results

README.md

@@ -44,6 +44,29 @@ tags:
   - privacy-preserving
   - tesseract
   - browser
+metrics:
+  - accuracy
+  - f1
+model-index:
+  - name: data-centre-nameplates
+    results:
+      - task:
+          type: image-to-text
+          name: Equipment-nameplate field extraction & schedule verification
+        dataset:
+          name: Data Centre Construction labelled plate corpus (n = 1000)
+          type: constructelligence/nameplate-corpus
+          split: clean
+        metrics:
+          - type: accuracy
+            value: 0.941
+            name: Exact-plate accuracy (clean)
+          - type: f1
+            value: 0.997
+            name: Micro-F1 (clean)
+          - type: f1
+            value: 0.799
+            name: Micro-F1 (character-error stress)
 ---
 
 # Data Centre Construction — equipment-nameplate OCR checked against the equipment schedule