HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

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HyperAI초신경

Opinion Mining On Imdb Movie Reviews

평가 지표

Accuracy

F1

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Accuracy	F1	Paper Title	Repository
BERT	94.0	94.1	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
ConvBERT	94.5	94.6	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
GPT	53.2	66.4	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
T5	93.9	94.0	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
XLNet	94.8	94.9	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
DeBERTa	95.1	95.1	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
XLM-RoBERTA	75.2	77.0	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
DistilBERT	93.4	93.5	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
ALBERT	93.0	93.0	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
GPT-2	54.5	52.9	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
RoBERTa	95.3	95.3	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
Longformer	95.0	-	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
ELECTRA	95.6	95.6	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
BART	94.6	-	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-
Reformer	52.2	53.3	Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining	-

0 of 15 row(s) selected.

Opinion Mining On Imdb Movie Reviews | SOTA | HyperAI초신경