Text Summarization on CNN/DailyMail (test)
33.23ROUGE-1Min. Leakage
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Min. LeakageBackbone=GPT-Neo2026.02 | 33.23 | 60.53 | |
| FedAvgBackbone=GPT-Neo2026.02 | 33.22 | 97.94 | |
| ERISBackbone=GPT-Neo2026.02 | 32.83 | 69.55 | |
| ShatterBackbone=GPT-Neo2026.02 | 31.95 | 70.49 | |
| FedAvg-LDPBackbone=GPT-Neo, epsilon=102026.02 | 26 | 51.98 | |
| SoteriaFLBackbone=GPT-Neo, epsilon=102026.02 | 25.4 | 52.14 | |
| PriPruneBackbone=GPT-Neo, pruning rate (p)=0.12026.02 | 24.67 | 71.35 | |
| PriPruneBackbone=GPT-Neo, pruning rate (p)=0.22026.02 | 24.67 | 71.35 | |
| PriPruneBackbone=GPT-Neo, pruning rate (p)=0.32026.02 | 24.67 | 71.35 |