Object Unlearning on Object Church
0ESDText & R noise
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Text & R noiseModality=Text & Noise2025.07 | 0 | 32 | 22 | 0 | 0 | 2 | 32 | 2 | 0 | 46 | 13.6 | |
| Image-onlyModality=Image2025.07 | 4 | 18 | 20 | 8 | 16 | 18 | 12 | 20 | 16 | 20 | 15.2 | |
| P4D-KStrategy=P4D-K2025.07 | 6 | 56 | 48 | 0 | 2 | 28 | 86 | 24 | 20 | 88 | 35.8 | |
| Text-onlyModality=Text2025.07 | 16 | 52 | 44 | 0 | 4 | 4 | 44 | 6 | 2 | 92 | 26.4 | |
| Text & ImageModality=Text & Image2025.07 | 46 | 66 | 66 | 4 | 10 | 4 | 60 | 8 | 2 | 80 | 34.6 | |
| WACE-NStrategy=WACE-N2025.07 | 48 | 66 | 60 | 2 | 4 | 6 | 68 | 6 | 2 | 74 | 33.6 | |
| CCE2025.07 | 54 | 92 | 76 | 58 | 60 | 12 | 58 | 46 | 26 | 76 | 55.8 | |
| P4D-NStrategy=P4D-N2025.07 | 58 | 90 | 86 | 14 | 48 | 12 | 92 | 10 | 14 | 74 | 49.8 | |
| WACE-CStrategy=WACE-C2025.07 | 58 | 76 | 74 | 8 | 6 | 10 | 80 | 16 | 0 | 86 | 41.4 | |
| UnlearnDiffAtk2025.07 | 70 | 96 | 94 | 4 | 32 | 52 | 100 | 66 | 10 | 100 | 62.4 | |
| RECALLStrategy=Multi-modal2025.07 | 96 | 100 | 98 | 62 | 50 | 46 | 98 | 68 | 20 | 98 | 73.4 |