Before revision:  Emotion detection reached an F1-score of 0.78-0.97  , with the exception of \textit{surprise , which the model failed to capture (F1 = 0.41).
After revision:  Emotion detection reaches F1-scores of 0.78-0.97 , with the exception of \textit{surprise , which the model failed to capture (F1 = 0.41).