Update README.md

README.md

@@ -50,6 +50,24 @@ Validated on **5,000 images** × 4 rotations = **20k validation samples**.
 | Training Epochs | 12 |
 | Training Time | ~4h (Kaggle T4 GPU) |
 
+### Benchmark with `benchmark.py`
+```plaintext
+===============
+   RESULTS
+===============
+Overall result: 411/500 correct
+Hit rate:    82.20 %
+------------------------------
+Details per rotation class:
+    0° : 96/124 correct ( 77.42%)
+   90° : 103/119 correct ( 86.55%)
+  180° : 112/129 correct ( 86.82%)
+  270° : 100/128 correct ( 78.12%)
+==============================
+```
+
+You can also do this benchmark, by using `benchmark.py` in this repo. :D
+
 ### Training Curve
 
 | Epoch | Train Acc | Val Acc |