diff --git a/video_prediction_tools/model_modules/model_architectures.py b/video_prediction_tools/model_modules/model_architectures.py
index 5836ab9fce48692252a4dbc44415b4a4f9e2c2c3..b8793ad84ee1053e2d98c43941fcb6f6a7ee8088 100644
--- a/video_prediction_tools/model_modules/model_architectures.py
+++ b/video_prediction_tools/model_modules/model_architectures.py
@@ -6,15 +6,10 @@ def known_models():
     """
     model_mappings = {
         'ground_truth': 'GroundTruthVideoPredictionModel',
-        'repeat': 'RepeatVideoPredictionModel',
         'savp': 'SAVPVideoPredictionModel',
-        'dna': 'DNAVideoPredictionModel',
-        'sna': 'SNAVideoPredictionModel',
-        'sv2p': 'SV2PVideoPredictionModel',
         'vae': 'VanillaVAEVideoPredictionModel',
         'convLSTM': 'VanillaConvLstmVideoPredictionModel',
         'mcnet': 'McNetVideoPredictionModel',
-        'gan': "VanillaGANVideoPredictionModel",
         'convLSTM_gan': "ConvLstmGANVideoPredictionModel",
         'ours_vae_l1': 'SAVPVideoPredictionModel',
         'ours_gan': 'SAVPVideoPredictionModel',