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Opinion Mining On Imdb Movie Reviews

Metrics

Accuracy

F1

Results

Performance results of various models on this benchmark

Model Name	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

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