The document reports the results of mid-evaluation tests of different models on a classification task. An LSTM model achieved an accuracy of 36.66%, a BERT model classifying all 13 classes obtained 44.99% accuracy, and a BERT model classifying a reduced set of 5 classes achieved the highest accuracy of 55.09%.