OpenCodePapers

sentiment-analysis-on-banglabook

Sentiment Analysis
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeWeighted Average F1-scoreModelNameReleaseDate
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.9331Bangla-BERT (large)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.9106Random Forest (word 2-gram + word 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.9064Bangla-BERT (base-uncased)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.9053SVM (word 2-gram + word 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.9043Random Forest (word 1-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8978Logistic Regression (char 2-gram + char 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8964Logistic Regression (word 2-gram + word 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8723XGBoost (char 2-gram + char 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8663Multinomial NB (word 2-gram + word 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8651XGBoost (word 2-gram + word 3-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8564Multinomial NB (BoW)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.8519SVM (word 1-gram)2023-05-11
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews✓ Link0.0991LSTM (GloVe)2023-05-11