Object Sequential Unlearning on UnlearnCanvas Object Concepts (test)
100Unlearning Accuracy (T1)SAeUron
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAeUronUnlearning Request=T1 ~ T42026.05 | 100 | 100 | 100 | 93.63 | — | 18.4 | |
| SAeUronUnlearning Request=T1 ~ T52026.05 | 100 | 100 | 100 | 97.55 | 98.04 | 4.96 | |
| SAEParateUnlearning Request=T1 ~ T52026.05 | 98.04 | 89.22 | 86.93 | 66.67 | 73.33 | 87.67 | |
| SAEParateUnlearning Request=T12026.05 | 96.08 | — | — | — | — | 97.11 | |
| SAEParateUnlearning Request=T1 ~ T32026.05 | 92.16 | 92.16 | 88.24 | — | — | 92.51 | |
| SAeUronUnlearning Request=T1 ~ T32026.05 | 84.31 | 92.16 | 91.5 | — | — | 87.32 | |
| SAEParateUnlearning Request=T1 ~ T22026.05 | 70.59 | 85.29 | — | — | — | 93.94 | |
| SAEParateUnlearning Request=T1 ~ T42026.05 | 68.63 | 84.31 | 80.39 | 70.59 | — | 88.83 | |
| SAeUronUnlearning Request=T1 ~ T22026.05 | 35.29 | 65.69 | — | — | — | 93.27 | |
| SAeUronUnlearning Request=T12026.05 | 33.33 | — | — | — | — | 97.91 |