Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey
Table 7: Results of Different Models on the WikiQA Dataset.
['Model', 'Setting', 'MAP', 'MRR']
As can be seen TANDA [Garg:2019] achieved the best results over all methods on the WikiQA dataset in MRR and MAP metrics. Although this interaction-based technique is the best state-of-the-art model in the field, comparing the rest of models, we can see that the general performance of hybrid models is better than interaction-based models and the next best results are all from the hybrid models.