Sentiment Analysis on BanglaBook

Metric: Weighted Average F1-score (higher is better)

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#	Model↕	Weighted Average F1-score▼	Extra Data	Paper	Date↕	Code
1	Bangla-BERT (large)	0.9331	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
2	Random Forest (word 2-gram + word 3-gram)	0.9106	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
3	Bangla-BERT (base-uncased)	0.9064	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
4	SVM (word 2-gram + word 3-gram)	0.9053	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
5	Random Forest (word 1-gram)	0.9043	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
6	Logistic Regression (char 2-gram + char 3-gram)	0.8978	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
7	Logistic Regression (word 2-gram + word 3-gram)	0.8964	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
8	XGBoost (char 2-gram + char 3-gram)	0.8723	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
9	Multinomial NB (word 2-gram + word 3-gram)	0.8663	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
10	XGBoost (word 2-gram + word 3-gram)	0.8651	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
11	Multinomial NB (BoW)	0.8564	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
12	SVM (word 1-gram)	0.8519	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code
13	LSTM (GloVe)	0.0991	No	BanglaBook: A Large-scale Bangla Dataset for Sen...	2023-05-11	Code