Text-to-Image Unlearning on RUB Text-to-Image 1.0 (test)
52Church Pre-ASRFMN
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FMN2025.04 | 52 | 96 | 6.78 | 0 | 46 | 98 | 3.96 | 1 | 88.1 | 100 | 0.39 | 0 | 52 | 100 | 2.1 | 0 | 36 | 100 | 6.42 | 2.5 | |
| SPM2025.04 | 44 | 96 | 7.52 | 1 | 4 | 82 | 37.36 | 23 | 55.9 | 100 | 1.69 | 0 | 26 | 96 | 12.34 | 3 | 6 | 94 | 17.92 | 8.5 | |
| ESD2025.04 | 14 | 76 | 38.58 | 20.5 | 2 | 44 | 73.98 | 100 | 21.2 | 90.7 | 25.86 | 11 | 6 | 80 | 44.46 | 33 | 0 | 46 | 67.04 | 100 | |
| SalUn2025.04 | 10 | 68 | 47.16 | 33 | 2 | 50 | 67.72 | 93 | 1.7 | 24.6 | 84.71 | 100 | 8 | 88 | 30.32 | 14 | 0 | 24 | 88.4 | 100 | |
| EraseDiff2025.04 | 6 | 76 | 45.72 | 38 | 6 | 52 | 64.68 | 88.5 | 0 | 5.9 | 95.37 | 100 | 4 | 82 | 29.44 | 8.5 | 0 | 12 | 92.94 | 100 | |
| AdvUnlearn2025.04 | 0 | 8 | 93.94 | 100 | 0 | 6 | 95.82 | 100 | 7.6 | 35.6 | 72.91 | 100 | 2 | 14 | 89.18 | 100 | 0 | 6 | 95.54 | 100 | |
| Scissorhands2025.04 | 0 | 8 | 96.36 | 100 | 0 | 4 | 99.7 | 100 | 0 | 11.9 | 92.35 | 100 | 2 | 44 | 78.38 | 100 | 0 | 18 | 91.58 | 100 |