diff --git a/plugins/io/__init__.py b/plugins/io/__init__.py
index 35c83a43..31888ae5 100644
--- a/plugins/io/__init__.py
+++ b/plugins/io/__init__.py
@@ -2117,11 +2117,16 @@ def _is_valid_csv_field(field):
     return isinstance(field, fof._PRIMITIVE_FIELDS)
 
 
-def _get_fields_with_type(view, type):
+def _get_fields_with_type(view, type, media_type="image"):
+    get_field_schema = (
+        view.get_frame_field_schema
+        if media_type == fom.VIDEO
+        else view.get_field_schema
+    )
     if issubclass(type, fo.Field):
-        return view.get_field_schema(ftype=type).keys()
+        return get_field_schema(ftype=type).keys()
 
-    return view.get_field_schema(embedded_doc_type=type).keys()
+    return get_field_schema(embedded_doc_type=type).keys()
 
 
 def _get_export_types(view, export_type, allow_coercion=False):
@@ -2523,6 +2528,8 @@ def execute(self, ctx):
         target = ctx.params.get("target", None)
         output_dir = _parse_path(ctx, "output_dir")
         label_fields = ctx.params.get("label_fields", None)
+        if ctx.dataset.media_type == fom.VIDEO:
+            label_fields = [f"frames.{field}" for field in label_fields]
         overwrite = ctx.params.get("overwrite", False)
 
         target_view = _get_target_view(ctx, target)
@@ -2573,7 +2580,10 @@ def _draw_labels_inputs(ctx, inputs):
     target_view = _get_target_view(ctx, target)
 
     label_field_choices = types.Dropdown(multiple=True)
-    for field in _get_fields_with_type(target_view, fo.Label):
+    label_fields = _get_fields_with_type(
+        target_view, fo.Label, media_type=ctx.dataset.media_type
+    )
+    for field in label_fields:
         label_field_choices.add_choice(field, label=field)
 
     inputs.list(