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Opinion Mining On Imdb Movie Reviews

Métriques

Accuracy
F1

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle
Accuracy
F1
Paper TitleRepository
BERT94.094.1Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
ConvBERT94.594.6Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
GPT53.266.4Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
T593.994.0Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
XLNet94.894.9Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
DeBERTa95.195.1Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
XLM-RoBERTA75.277.0Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
DistilBERT93.493.5Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
ALBERT93.093.0Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
GPT-254.552.9Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
RoBERTa95.395.3Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
Longformer95.0-Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
ELECTRA95.695.6Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
BART94.6-Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
Reformer52.253.3Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
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