Sentiment Regression on Hotel Review Dataset
0.0674MAEDyFuLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DyFuLM2025.12 | 0.0674 | 0.0082 | 0.6903 | |
| BERT+GRUArchitecture=Dual-Architecture2025.12 | 0.0697 | 0.0092 | 0.6566 | |
| DeBERTArchitecture=Single-Model2025.12 | 0.07 | 0.0094 | 0.6485 | |
| RoBERTArchitecture=Single-Model2025.12 | 0.0701 | 0.0098 | 0.636 | |
| RoBERT+BiLSTMArchitecture=Dual-Architecture2025.12 | 0.0707 | 0.0099 | 0.6319 | |
| Simple+ConcatArchitecture=Dual-Architecture2025.12 | 0.0714 | 0.0097 | 0.6367 | |
| DistilBERTArchitecture=Single-Model2025.12 | 0.0717 | 0.0098 | 0.6327 | |
| Gated FusionArchitecture=Dual-Architecture2025.12 | 0.0717 | 0.0098 | 0.6355 | |
| BERTArchitecture=Single-Model2025.12 | 0.0718 | 0.0097 | 0.6366 | |
| BERT+CNNArchitecture=Dual-Architecture2025.12 | 0.0724 | 0.0099 | 0.6306 | |
| RoBERT+CNNArchitecture=Dual-Architecture2025.12 | 0.0733 | 0.0096 | 0.643 | |
| EmoBERTArchitecture=Single-Model2025.12 | 0.0764 | 0.01 | 0.6282 |