Update README.md

README.md

@@ -169,9 +169,10 @@ Default parameters for the network architectures
 
 ### Model Zoo
 | Model Architecture | Filename                              | Batch Size | Validation MAE | Evaluation SNNRMSE `iter=32` |
-| ---                |---------------------------------------|------------|----------------|------------------------------|
+|--------------------|---------------------------------------|------------|----------------|------------------------------|
 | Additive LSTM      | `additive_lstm_32b_32iter.hdf5`       | 32         | `2.6e-04`      | `0.03473`                    |
 | Additive LSTM Slim | `additive_lstm_128b_32iter_slim.hdf5` | 128        | `2.3e-04`      | `0.03636`                    |
+| Additive LSTM Demo | `additive_lstm_128b_32iter_demo.hdf5` | 128        | `2.9e-04`      | `0.09762`                    |
 | Oneshot LSTM       | `oneshot_lstm_b128_32iter.hdf5`       | 128        | `2.9e-04`      | `0.05137`                    |
 | Additive GRU       | Will be uploaded soon                 | TBD        | TBD            | TBD                          |
 
@@ -189,6 +190,7 @@ After filling out the form, you will obtain a link where you can download the fo
 - __`additive_lstm_32b_32iter.hdf5`__ (271 MB): Trained model with a bottleneck size of 32
 - __`additive_lstm_128b_32iter_slim.hdf5`__ (67.9 MB): Trained model with a bottleneck size of 32
 - __`oneshot_lstm_b128_32iter.hdf5`__ (68.1 MB): Trained model with a bottleneck size of 32
+- __`additive_lstm_256b_32iter_demo.hdf5`__ (14.3 MB): Trained model with a bottleneck sizeof 32
 
 ## Inference & Evaluation Node
 The inference and evaluation is conducted with ROS. The inferences and preprocessing nodes can be found