Add model-index metadata (HF Evaluation Results widget)

README.md

@@ -25,6 +25,32 @@ metrics:
   - f1
 
 base_model: "Ultralytics/YOLO11"
+
+model-index:
+  - name: YOLOv11n Finetuned on Brackish Underwater
+    results:
+      - task:
+          type: object-detection
+          name: Object Detection
+        dataset:
+          name: Brackish Underwater
+          type: brackish
+        metrics:
+          - type: mAP50
+            value: 98.87
+            name: mAP@50 (test split)
+          - type: mAP50-95
+            value: 83.27
+            name: mAP@50-95 (test split)
+          - type: precision
+            value: 98.76
+            name: Precision (test split)
+          - type: recall
+            value: 96.69
+            name: Recall (test split)
+        source:
+          url: https://github.com/dronefreak/DetectionBench
+          name: DetectionBench
 ---