Strong and Simple Baselines for Multimodal Utterance Embeddings
Table 3: Average time taken for inference on the CMU-MOSI test set and Inferences Per Second (IPS) on a single Nvidia GeForce GTX 1080 Ti GPU, averaged over 5 trials. Our proposed baselines are more than 10 times faster than the closest neural model (EF-LSTM).
['Method', '[BOLD] Average Time (s)', '[BOLD] Inferences Per Second (IPS)']
Our model achieves an inference per second (IPS) of more than 10 times the closest neural model (EF-LSTM).