SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods
Tabela 8: Best Method for each Dataset - 2-class experiments
['[BOLD] Dataset', '[BOLD] Method', '[BOLD] F1-Pos', '[BOLD] F1-Neg', '[BOLD] Macro-F1', '[BOLD] Coverage']
Another interesting finding is the fact that VADER, the best method in the 3-class experiments, did not achieve the first position for none of the datasets. It reachs the second place five times, the third place twice, the seventh three times, and the fourth, sixth and fifth just once. It was a special case of consistency across all datasets.