Text Style Transfer on Yelp (Acc, BLEU, G-score, PPL)
82AccuracyB-GST
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| B-GSTArchitecture=LSTM, Supervision=Supervised2024.02 | 82 | 32.06 | 35.43 | 50.45 | |
| β-VAEArchitecture=LSTM, Supervision=Unsupervised2024.02 | 40.3 | 7.58 | 6.86 | 59.34 | |
| MATTEArchitecture=LSTM, Supervision=Unsupervised2024.02 | 34.3 | 50.14 | 26.34 | 51.51 | |
| CPVAEArchitecture=LSTM, Supervision=Unsupervised2024.02 | 14.5 | 51.47 | 16.84 | 72.81 | |
| JointTrainArchitecture=LSTM, Supervision=Unsupervised2024.02 | 14.2 | 31.72 | 12.74 | 84.07 | |
| OptimusArchitecture=PLM, Supervision=Unsupervised2024.02 | 13.6 | 69.82 | 21.24 | 52.56 | |
| GPT2-FTArchitecture=PLM, Supervision=Unsupervised2024.02 | 12 | 39.62 | 14.49 | 78.37 |