Update README.md

README.md

@@ -18,18 +18,18 @@ Proactive road defect detection system.
 - **Base Model:** yolo26m.pt (Ultralytics)
 - **Dataset:** RDD2022 (Road Damage Detection 2022)
 - **Classes:** crack, other, pothole
-- **mAP50:** 0.637
+- **mAP50:** 0.636
 - **Epochs:** 65
 - **Image Size:** 640
 - **Training Hardware:** NVIDIA A100
 
 ## Validation Results
-| Class | mAP50 | Precision | Recall |
-|-------|-------|-----------|--------|
-| all | 0.637 | 0.692 | 0.584 |
-| crack | 0.605 | 0.717 | 0.517 |
-| other | 0.792 | 0.719 | 0.745 |
-| pothole | 0.513 | 0.639 | 0.490 |
+| Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 |
+|-------|--------|-----------|-----------|--------|-------|----------|
+| all | 5758 | 9737 | 0.687 | 0.585 | 0.636 | 0.349 |
+| crack | 3266 | 7209 | 0.714 | 0.520 | 0.605 | 0.321 |
+| other | 1093 | 1563 | 0.714 | 0.745 | 0.792 | 0.493 |
+| pothole | 544 | 965 | 0.635 | 0.491 | 0.512 | 0.233 |
 
 ## Classes
 | ID | Label | Description |