Natural Language Processing on Federated Dataset Test-Time Personalization 2
71.64ParaphrasingFedDPA-F
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FedDPA-FAdapter=local fine-tuning adapter2024.03 | 71.64 | 72.28 | 72.42 | 72.39 | 71.12 | 70.46 | 71 | 71.82 | 71.64 | |
| FedDPA-TAdapter=local training adapter2024.03 | 71.63 | 72.66 | 71.2 | 72.58 | 70.58 | 69.21 | 70.67 | 71.62 | 71.27 | |
| FedLORA2024.03 | 69.6 | 71.64 | 71.09 | 71.28 | 65.63 | 68.89 | 70.32 | 70.44 | 69.86 | |
| Local-finetuned2024.03 | 48.21 | 49.07 | 49.75 | 21.86 | 17.35 | 48.57 | 44.04 | 48.19 | 40.88 |