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SotA/Methodology/Data Mining/IMDb Movie Reviews

Data Mining on IMDb Movie Reviews

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼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
4Longformer95NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
5XLNet94.8NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
6BART94.6NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
7ConvBERT94.5NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
8BERT94NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
9T593.9NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
10DistilBERT93.4NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
11ALBERT93NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
12XLM-RoBERTA75.2NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
13GPT-254.5NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
14GPT53.2NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code
15Reformer52.2NoAnalysis of the Evolution of Advanced Transforme...2023-08-07Code