diff --git a/examples/imagenet/models.py b/examples/imagenet/models.py
index fe423eaa96..b942ea4600 100644
--- a/examples/imagenet/models.py
+++ b/examples/imagenet/models.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-"""Flax implementation of ResNet V1."""
+"""Flax implementation of ResNet V1.5."""
 
 # See issue #620.
 # pytype: disable=wrong-arg-count
@@ -87,7 +87,7 @@ def __call__(self, x):
 
 
 class ResNet(nn.Module):
-  """ResNetV1."""
+  """ResNetV1.5."""
 
   stage_sizes: Sequence[int]
   block_cls: ModuleDef
diff --git a/examples/imagenet/models_test.py b/examples/imagenet/models_test.py
index 338df46b2b..d135c3e9a6 100644
--- a/examples/imagenet/models_test.py
+++ b/examples/imagenet/models_test.py
@@ -26,11 +26,11 @@
 jax.config.update('jax_disable_most_optimizations', True)
 
 
-class ResNetV1Test(parameterized.TestCase):
-  """Test cases for ResNet v1 model definition."""
+class ResNetTest(parameterized.TestCase):
+  """Test cases for ResNet v1.5 model definition."""
 
-  def test_resnet_v1_model(self):
-    """Tests ResNet V1 model definition and output (variables)."""
+  def test_resnet_model(self):
+    """Tests ResNet V1.5 model definition and output (variables)."""
     rng = jax.random.key(0)
     model_def = models.ResNet50(num_classes=10, dtype=jnp.float32)
     variables = model_def.init(rng, jnp.ones((8, 224, 224, 3), jnp.float32))
@@ -43,8 +43,8 @@ def test_resnet_v1_model(self):
     self.assertLen(variables['params'], 19)
 
   @parameterized.product(model=(models.ResNet18, models.ResNet18Local))
-  def test_resnet_18_v1_model(self, model):
-    """Tests ResNet18 V1 model definition and output (variables)."""
+  def test_resnet_18_model(self, model):
+    """Tests ResNet18 V1.5 model definition and output (variables)."""
     rng = jax.random.key(0)
     model_def = model(num_classes=2, dtype=jnp.float32)
     variables = model_def.init(rng, jnp.ones((1, 64, 64, 3), jnp.float32))