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SotA/Methodology/Interpretable Machine Learning/IMDb Movie Reviews

Interpretable Machine Learning on IMDb Movie Reviews

Metric: F1 (higher is better)

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#Model↕F1▼AugmentationsPaperDate↕Code
1ELECTRA95.6NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
2RoBERTa95.3NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
3DeBERTa95.1NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
4XLNet94.9NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
5ConvBERT94.6NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
6BERT94.1NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
7T594NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
8DistilBERT93.5NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
9ALBERT93NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
10XLM-RoBERTA77NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
11GPT66.4NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
12Reformer53.3NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
13GPT-252.9NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code