Document Classification on IMDb-M
Accuracy
- 2019-06-01 — LSTM-reg (single model): Accuracy 52.8
- 2021-03-09 — Document Classification Using Importance of Sentences: Accuracy 54.8
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Document Classification Using Importance of Sentences | 54.8 | Improving Document-Level Sentiment Classification Using Importance of Sentences | 2021 | |
| 2 | LSTM-reg (single model) | 52.8 | Rethinking Complex Neural Network Architectures for Document Classification | castorini/hedwig | 2019 |
| 3 | Document Classification Using Importance of Sentences | 54.8 | Improving Document-Level Sentiment Classification Using Importance of Sentences | 2021 | |
| 4 | LSTM-reg (single model) | 52.8 | Rethinking Complex Neural Network Architectures for Document Classification | castorini/hedwig | 2019 |
| 5 | Document Classification Using Importance of Sentences | 54.8 | Improving Document-Level Sentiment Classification Using Importance of Sentences | 2021 | |
| 6 | LSTM-reg (single model) | 52.8 | Rethinking Complex Neural Network Architectures for Document Classification | castorini/hedwig | 2019 |