Update README.md

README.md

@@ -79,6 +79,29 @@ The [AutoRAG Benchmark](https://github.com/Marker-Inc-Korea/AutoRAG-example-kore
 | 3     | 0.0813         | 0.3596 | 0.7193 | 0.2398    | 0.7061 | 0.7061 | 0.7096 | False   |
 | 5     | 0.0824         | 0.3596 | 0.7193 | 0.2398    | 0.7061 | 0.7061 | 0.7096 | False   |
 
+```
+Evaluation Results (k=1,3,5,10):
+  Accuracy@1:  0.8070
+  F1@1:        0.8070
+  Recall@1:    0.8070
+  Precision@1: 0.8070
+  Accuracy@3:  0.9211
+  F1@3:        0.4605
+  Recall@3:    0.9211
+  Precision@3: 0.3070
+  Accuracy@5:  0.9474
+  F1@5:        0.3158
+  Recall@5:    0.9474
+  Precision@5: 0.1895
+  Accuracy@10:  0.9737
+  F1@10:        0.1770
+  Recall@10:    0.9737
+  Precision@10: 0.0974
+
+Total inference time (all queries): 142.64 sec
+Average inference time (per query): 1.2512 sec
+```
+
 ## Usage (transformers>=4.36.0)
 
 ```python