Update README.md

README.md

@@ -17,28 +17,28 @@ model-index:
     metrics:
     - name: mIoU
       type: mIoU
-      value: 77.2
+      value: 77.5
     - name: IoU Other
       type: IoU
-      value: 52.0
+      value: 47.5
     - name: IoU Ground
       type: IoU
-      value: 91.7
+      value: 91.9
     - name: IoU Vegetation
       type: IoU
-      value: 93.6
+      value: 93.8
     - name: IoU Building
       type: IoU
-      value: 90.6
+      value: 90.4
     - name: IoU Water
       type: IoU
-      value: 91.2
+      value: 90.1
     - name: IoU Bridge
       type: IoU
-      value: 56.8
+      value: 65.2
     - name: IoU Permanent Structure
       type: IoU
-      value: 62.1
+      value: 63.5
   - task:
       type: semantic-segmentation
     dataset:
@@ -206,23 +206,20 @@ The following table gives the class-wise metrics on the test set:
 
 **Class**|**IoU**|**Accuracy**|**Precision**|**Recall**|**F1**
 -----|---|--------|---------|------|---
-**other**|52.0|54.9|77.8|54.9|64.4
-**ground**|91.7|97.7|93.8|97.7|95.8
-**vegetation**|93.6|95.6|98.0|95.6|96.8
-**building**|90.6|93.7|96.2|93.7|95.0
-**water**|91.2|92.6|97.1|92.6|94.8
-**bridge**|56.8|96.1|79.3|78.6|79.0
-**permanent structure**|62.1|76.6|78.9|76.6|77.7
------|---|--------|---------|------|---
+**other**|47.5|54.9|77.8|54.9|64.4
+**ground**|91.9|97.7|93.8|97.7|95.8
+**vegetation**|93.8|95.6|98.0|95.6|96.8
+**building**|90.4|93.7|96.2|93.7|95.0
+**water**|90.1|92.6|97.1|92.6|94.8
+**bridge**|65.2|96.1|79.3|78.6|79.0
+**permanent structure**|63.5|76.6|78.9|76.6|77.7
 **Macro Average**|77.5|86.7|88.7|84.2|86.2
 
 
-
 The following illustration gives the resulting confusion matrix :
 * Left : normalised acording to rows: rows sum at 100% and the **recall** is on the diagonal of the matrix 
 * Right : normalised acording to columns: columns sum at 100% and the **precision** is on the diagonal of the matrix
 
-
 <div style="position: relative; text-align: center;">
     <p style="margin: 0;">Normalized Confusion Matrices. (a) Recall, (b) Precision)</p>
     <img src="FRACTAL-LidarHD_7cl_randlanet-recall_confusion_matrix.excalidraw.png" alt="Confusion matrices" style="width: 70%; display: block; margin: 0 auto;"/>