← Opinion Mining
Papers with Code · CC BY-SA 4.0

IMDb Movie Reviews

아카이브 평가 15건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
ELECTRA
F1
95.6
Accuracy
95.6
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
RoBERTa
F1
95.3
Accuracy
95.3
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
DeBERTa
F1
95.1
Accuracy
95.1
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
Longformer
Accuracy
95.0
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
XLNet
F1
94.9
Accuracy
94.8
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
BART
Accuracy
94.6
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
ConvBERT
F1
94.6
Accuracy
94.5
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
BERT
F1
94.1
Accuracy
94.0
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
T5
F1
94.0
Accuracy
93.9
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
DistilBERT
F1
93.5
Accuracy
93.4
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
ALBERT
F1
93.0
Accuracy
93.0
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
XLM-RoBERTA
F1
77.0
Accuracy
75.2
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
GPT-2
F1
52.9
Accuracy
54.5
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
GPT
F1
66.4
Accuracy
53.2
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1
Reformer
F1
53.3
Accuracy
52.2
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
2023-08-07
코드 1