Federated News Classification on XGLUE NC (test)
7Communication RoundsC2A
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| C2ATarget Accuracy=70%2024.11 | 7 | 1.86 | |
| AdaMixTarget Accuracy=70%2024.11 | 12 | 1.1 | |
| AdapterTarget Accuracy=70%2024.11 | 13 | 1 | |
| LoRATarget Accuracy=70%2024.11 | 18 | 0.72 | |
| BitFitTarget Accuracy=70%2024.11 | 18 | 0.72 | |
| C2ATarget Accuracy=80%2024.11 | 18 | 1.83 | |
| CompacterTarget Accuracy=70%2024.11 | 19 | 0.68 | |
| AdapterTarget Accuracy=80%2024.11 | 33 | 1 | |
| LoRATarget Accuracy=80%2024.11 | 44 | 0.75 | |
| Prompt-tuningTarget Accuracy=70%2024.11 | 46 | 0.28 | |
| AdaMixTarget Accuracy=80%2024.11 | 50 | 0.66 | |
| BitFitTarget Accuracy=80%2024.11 | 55 | 0.6 | |
| CompacterTarget Accuracy=80%2024.11 | 71 | 0.46 | |
| Prompt-tuningTarget Accuracy=80%2024.11 | 100 | 0.33 |