Sentiment Analysis On Amazon Review Full
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| BERT large finetune UDA | 62.88 | Unsupervised Data Augmentation for Consistency Training | |
| DPCNN | 65.19 | Deep Pyramid Convolutional Neural Networks for Text Categorization | |
| DRNN | 64.43 | Disconnected Recurrent Neural Networks for Text Categorization | - |
| BERT large | 65.83 | Unsupervised Data Augmentation for Consistency Training | |
| Gumbel+bi-leaf-RNN | 49.7 | On Tree-Based Neural Sentence Modeling | |
| CCCapsNet | 60.95 | Compositional Coding Capsule Network with K-Means Routing for Text Classification | |
| FastText | 60.2 | Bag of Tricks for Efficient Text Classification | |
| SRNN | 61.65 | Sliced Recurrent Neural Networks | |
| EXAM | 61.9 | Explicit Interaction Model towards Text Classification |
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