diff --git a/torch/nn/functional.py b/torch/nn/functional.py
index 9640ca1e76e..684dda90363 100644
--- a/torch/nn/functional.py
+++ b/torch/nn/functional.py
@@ -4290,8 +4290,8 @@ def interpolate(  # noqa: F811
     input: Tensor,
     size: Optional[int] = None,
     scale_factor: Optional[List[float]] = None,
-    mode: str = "nearest",
-    align_corners: Optional[bool] = None,
+    mode: str = "bilinear",
+    align_corners: Optional[bool] = True,
     recompute_scale_factor: Optional[bool] = None,
     antialias: bool = False,
 ) -> Tensor:  # noqa: B950