Text Detoxification on ParaDetox
0.773BLEUBART
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BART2023.10 | 0.773 | 0.762 | 0.698 | 4.94 | 82 | — | — | — | |
| gpt-3.5-turbo-1106Number of Demonstrations=402023.10 | 0.701 | 0.693 | 0.596 | 3.79 | 9.64 | — | — | — | |
| text-davinci-003Number of Demonstrations=402023.10 | 0.701 | 0.693 | 0.604 | 3.95 | 6.21 | — | — | — | |
| gpt-3.5-turbo-instructNumber of Demonstrations=402023.10 | 0.691 | 0.681 | 0.589 | 3.68 | 12.3 | — | — | — | |
| MMR-BERTNumber of Demonstrations=102023.10 | 0.686 | 0.68 | 0.588 | 3.67 | 8.47 | — | 4.7538 | 0.599 | |
| text-davinci-003Number of Demonstrations=102023.10 | 0.682 | 0.677 | 0.589 | 3.67 | 6.5 | — | — | — | |
| MMR-EmbeddingNumber of Demonstrations=102023.10 | 0.676 | 0.673 | 0.577 | 3.52 | 8.91 | — | 0.0025 | 0.601 | |
| gpt-3.5-turbo-1106Number of Demonstrations=102023.10 | 0.676 | 0.673 | 0.572 | 3.45 | 8.46 | — | — | — | |
| gpt-3.5-turbo-instructNumber of Demonstrations=102023.10 | 0.652 | 0.664 | 0.556 | 3.17 | 9.97 | — | 0.0025 | 0.0048 | |
| gpt-3.5-turbo-0613Number of Demonstrations=402023.10 | 0.643 | 0.651 | 0.541 | 3.08 | 6.2 | — | — | — | |
| gpt-3.5-turbo-0613Number of Demonstrations=102023.10 | 0.603 | 0.62 | 0.505 | 2.72 | 5.71 | — | — | — | |
| Vicuna-13bNumber of Demonstrations=102023.10 | 0.528 | 0.567 | 0.437 | 2.05 | 9.98 | — | — | — | |
| Vicuna-13bNumber of Demonstrations=42023.10 | 0.493 | 0.541 | 0.411 | 1.78 | 7.23 | — | — | — |