diff --git a/src/otx/algo/common/backbones/pytorchcv_backbones.py b/src/otx/algo/common/backbones/pytorchcv_backbones.py
index 3ed30d8e73d..4b11751080a 100644
--- a/src/otx/algo/common/backbones/pytorchcv_backbones.py
+++ b/src/otx/algo/common/backbones/pytorchcv_backbones.py
@@ -124,12 +124,10 @@ def _build_pytorchcv_model(
     **kwargs,
 ) -> nn.Module:
     """Build pytorchcv model."""
-    models_cache_root = kwargs.get("root", Path.home() / ".cache" / "torch" / "hub" / "checkpoints")
-    is_pretrained = kwargs.get("pretrained", False)
-    print(
-        f"Init model {type}, pretrained={is_pretrained}, models cache {models_cache_root}",
-    )
-    model = _models[type](**kwargs)
+    models_cache_root = kwargs.pop("root", Path.home() / ".cache" / "torch" / "hub" / "checkpoints")
+    pretrained = kwargs.pop("pretrained", False)
+    print(f"Init model {type}, pretrained={pretrained}, models cache {models_cache_root}")
+    model = _models[type](root=models_cache_root, pretrained=pretrained, **kwargs)
     if activation_callable:
         model = replace_activation(model, activation_callable)
     if norm_cfg: