--- a
+++ b/src/evaluation/overall_err&success_rate.py
@@ -0,0 +1,25 @@
+# Overall error of all targets
+# Overall success rate of all targets
+# Leave-one-out, ViTPose_large
+
+import numpy as np
+import json
+
+# Overall error
+# err_type = 'normal'  # position, normal
+# with open('../evaluation/k_fold_validation_' + err_type + '_result/' + 'ViTPose_large_one_out_err.json', 'rb') as f:
+#     vit_large_err = json.load(f)
+# all_err = vit_large_err['target1'] + vit_large_err['target2'] + vit_large_err['target4']
+# print(err_type + ' error mean: ', np.mean(all_err))
+# print(err_type + ' error std: ', np.std(all_err))
+
+# Success rate
+with open('../evaluation/k_fold_success_rate/ViTPose_large_one_out_success_rate.json', 'rb') as f:
+    success_rate= json.load(f)
+tar1_success_rate = np.array(success_rate['target1'])  # (30, 9)
+tar2_success_rate = np.array(success_rate['target2'])  # (30, 9)
+tar4_success_rate = np.array(success_rate['target4'])  # (30, 9)
+all_success_rate = np.vstack((tar1_success_rate, tar2_success_rate, tar4_success_rate))
+
+print('success rate mean: ', np.mean(all_success_rate, axis=0))
+print('success rate std: ', np.std(all_success_rate, axis=0))
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