The Document Vectors Using Cosine Similarity Revisited

Benchmark Model Rank Results
sentiment-analysis-on-imdbDV-ngrams-cosine with NB sub-sampling + RoBERTa.base#7Accuracy: 95.94
sentiment-analysis-on-imdbDV-ngrams-cosine + RoBERTa.base#8Accuracy: 95.92
sentiment-analysis-on-imdbRoBERTa.base#11Accuracy: 95.79
sentiment-analysis-on-imdbDV-ngrams-cosine + NB-weighted BON (re-evaluated)#23Accuracy: 93.68