Describing Multimedia Content using Attention-based Encoder–Decoder Networks
TABLE IV: The performance of the video description generation models on Youtube2Text and Montreal DVS. (⋆) Higher the better. (∘) Lower the better.
['Model', 'Youtube2Text METEOR⋆', 'Youtube2Text Perplexity∘', 'Montreal DVS METEOR', 'Montreal DVS Perplexity']
Youtube2Text They showed that it is beneficial to have both types of encoders together in their attention-based encoder–decoder model, and that the attention-based model outperforms the simple encoder–decoder model.