Concept Preservation on Domain-Specific concepts Preservation
83.38Cele AccuracySuPLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SuPLoRAIs Mass=true, Storage/MB(↓)=154, Time/m(↓)=182026.01 | 83.38 | 65 | |
| CE-SDWVIs Mass=true, Storage/MB(↓)=265, Time/m(↓)=292026.01 | 82 | 61.25 | |
| SPMIs Mass=true, Storage/MB(↓)=218, Time/m(↓)=202026.01 | 78.5 | 63.5 | |
| MACEIs Mass=true, Storage/MB(↓)=198, Time/m(↓)=202026.01 | 78.5 | 50.63 | |
| SRS-MEIs Mass=true, Storage/MB(↓)=302, Time/m(↓)=262026.01 | 77.37 | 52.12 | |
| UCEIs Mass=true, Storage/MB(↓)=3379, Time/m(↓)=2182026.01 | 73.62 | 47.87 | |
| ESD-xIs Mass=false, Storage/MB(↓)=3379, Time/m(↓)=22982026.01 | 3.375 | 52.5 | |
| ESD-uIs Mass=false, Storage/MB(↓)=3379, Time/m(↓)=21662026.01 | 0.5 | 7.625 | |
| FMNIs Mass=false, Storage/MB(↓)=3379, Time/m(↓)=242026.01 | 0 | 0 |