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BanglaBook

아카이브 평가 13건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
Bangla-BERT (large)	Weighted Average F1-score 0.9331	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Random Forest (word 2-gram + word 3-gram)	Weighted Average F1-score 0.9106	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Bangla-BERT (base-uncased)	Weighted Average F1-score 0.9064	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
SVM (word 2-gram + word 3-gram)	Weighted Average F1-score 0.9053	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Random Forest (word 1-gram)	Weighted Average F1-score 0.9043	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Logistic Regression (char 2-gram + char 3-gram)	Weighted Average F1-score 0.8978	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Logistic Regression (word 2-gram + word 3-gram)	Weighted Average F1-score 0.8964	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
XGBoost (char 2-gram + char 3-gram)	Weighted Average F1-score 0.8723	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Multinomial NB (word 2-gram + word 3-gram)	Weighted Average F1-score 0.8663	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
XGBoost (word 2-gram + word 3-gram)	Weighted Average F1-score 0.8651	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
Multinomial NB (BoW)	Weighted Average F1-score 0.8564	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
SVM (word 1-gram)	Weighted Average F1-score 0.8519	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1
LSTM (GloVe)	Weighted Average F1-score 0.0991	BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews 2023-05-11	코드 1