Machine Unlearning on RSNA-ICH
86.84AccuracyOrigin
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OriginRuntime (s)=36122026.05 | 86.84 | 86.84 | 13.15 | 8.44 | 6.59 | |
| FCURuntime (s)=1772026.05 | 86.4 | 86.32 | 13.6 | 8.11 | 11.37 | |
| FinetuneRuntime (s)=3012026.05 | 86.11 | 86.01 | 13.88 | 7.86 | 7.25 | |
| RetrainRuntime (s)=28732026.05 | 85.52 | 85.4 | 14.48 | 10.6 | 12.28 | |
| IFF-FCURuntime (s)=2452026.05 | 85.26 | 85.21 | 14.7 | 8.52 | 12.4 | |
| FFMURuntime (s)=2492026.05 | 85.09 | 84.98 | 14.9 | 10.28 | 9.79 | |
| FedEraserRuntime (s)=9062026.05 | 84.32 | 84.3 | 15.67 | 11.72 | 15.29 | |
| FUKDRuntime (s)=13472026.05 | 83.66 | 83.54 | 16.34 | 12.49 | 15.63 | |
| MoDeRuntime (s)=5092026.05 | 80.88 | 80.62 | 19.12 | 14.59 | 18.34 | |
| UPGARuntime (s)=10312026.05 | 78.96 | 78.93 | 21.04 | 20.43 | 20.25 |