Fine Sentiment Classification on Hotel Review Dataset
68.48F-Score AccuracyDyFuLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DyFuLM2025.12 | 68.48 | 68.14 | |
| DeBERTArchitecture=Single-Model2025.12 | 67.74 | 67.04 | |
| BERT+GRUArchitecture=Dual-Architecture2025.12 | 67.64 | 67 | |
| Gated FusionArchitecture=Dual-Architecture2025.12 | 67.44 | 67.18 | |
| RoBERTArchitecture=Single-Model2025.12 | 67.34 | 66.92 | |
| Simple+ConcatArchitecture=Dual-Architecture2025.12 | 67.32 | 66.9 | |
| RoBERT+CNNArchitecture=Dual-Architecture2025.12 | 67.31 | 66.24 | |
| BERTArchitecture=Single-Model2025.12 | 67.3 | 66.56 | |
| RoBERT+BiLSTMArchitecture=Dual-Architecture2025.12 | 67.13 | 65.96 | |
| DistilBERTArchitecture=Single-Model2025.12 | 67.08 | 66.33 | |
| EmoBERTArchitecture=Single-Model2025.12 | 66.7 | 65.47 | |
| BERT+CNNArchitecture=Dual-Architecture2025.12 | 66.66 | 65.92 |