Sentiment Analysis On Amazon Review Full
Metriken
Accuracy
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
| Paper Title | ||
|---|---|---|
| BERT large | 65.83 | 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 finetune UDA | 62.88 | Unsupervised Data Augmentation for Consistency Training |
| EXAM | 61.9 | Explicit Interaction Model towards Text Classification |
| SRNN | 61.65 | Sliced Recurrent Neural Networks |
| CCCapsNet | 60.95 | Compositional Coding Capsule Network with K-Means Routing for Text Classification |
| FastText | 60.2 | Bag of Tricks for Efficient Text Classification |
| Gumbel+bi-leaf-RNN | 49.7 | On Tree-Based Neural Sentence Modeling |
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