diff --git a/graphdatascience/model/model.py b/graphdatascience/model/model.py
index 8d9d47ac4..9b1dadf78 100644
--- a/graphdatascience/model/model.py
+++ b/graphdatascience/model/model.py
@@ -201,7 +201,7 @@ def drop(self, failIfMissing: bool = False) -> Series[Any]:
             ).squeeze()
 
             if result.empty:
-                return Series()
+                return result
 
             #  modelInfo {.*, modelName: modelName, modelType: modelType} AS modelInfo
             result["modelInfo"] = {