| Model | MSE | RMSE | MAE |
论文评分预测任务 | SVM (TF-IDF) | 1.3312 | 1.1218 | 0.9384 |
XGBOOST (TF-IDF) | 1.4179 | 1.0573 | 0.9416 | |
TextCNN (GloVe) | 1.3328 | 1.1545 | 0.9507 | |
TextCNN (BERT) | 1.4107 | 1.2805 | 0.9430 | |
BiLSTM (GloVe) | 1.5472 | 1.1465 | 0.9864 | |
BiLSTM (BERT) | 1.3990 | 1.3642 | 0.9509 | |
CNN-LSTM (GloVe) | 1.3889 | 1.1785 | 0.9415 | |
CNN-LSTM (BERT) | 1.2477 | 1.1088 | 0.9308 |