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Opinion Mining On Imdb Movie Reviews

评估指标

Accuracy
F1

评测结果

各个模型在此基准测试上的表现结果

模型名称
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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