diff --git a/compare_benchmark_performance/compare_accuracy.py b/compare_benchmark_performance/compare_accuracy.py
index fe91bb70b1fb308b5e19fc94daac4af2bcfeb39d..c9d0978b2ca59bda5086476dffdfbbb6e70983f5 100644
--- a/compare_benchmark_performance/compare_accuracy.py
+++ b/compare_benchmark_performance/compare_accuracy.py
@@ -68,7 +68,7 @@ def parse_sequencing_summary(file_path, ground_truth):
                                     1 if x.find(target_id) == 0
                                     else 0)
 
-    y_pred = df['alignment_genome'].apply(lambda x: 0 if x == '*' else 1)
+    y_pred = df['alignment_identity'].apply(lambda x: 0 if x < 0.95 else 1)
     f1 = f1_score(y_true, y_pred)
     accuracy = accuracy_score(y_true, y_pred)
     cm = confusion_matrix(y_true, y_pred)