Data Reconstruction on SST2
95.18ROUGE-1Flex-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Flex-LoRABatch Size (B)=42025.05 | 95.18 | 94.66 | |
| MaskCryptBatch Size (B)=42025.05 | 89.16 | 87.93 | |
| Flex-LoRA-DPBatch Size (B)=42025.05 | 86.25 | 86.11 | |
| Flex-LoRA-DPBatch Size (B)=82025.05 | 80.28 | 78.54 | |
| Flex-LoRA-DPBatch Size (B)=162025.05 | 68.62 | 66.44 | |
| MaskCryptBatch Size (B)=82025.05 | 61.49 | 61.49 | |
| Flex-LoRABatch Size (B)=82025.05 | 61.14 | 52.49 | |
| MaskCryptBatch Size (B)=162025.05 | 10.91 | 6.79 | |
| Flex-LoRABatch Size (B)=162025.05 | 10.27 | 5.86 | |
| SHE-LoRABatch Size (B)=82025.05 | 0.98 | 0.14 | |
| SHE-LoRABatch Size (B)=42025.05 | 0.72 | 0.12 | |
| SHE-LoRABatch Size (B)=162025.05 | 0 | 0 |