Continual Unlearning on Flowers102
92.81FAOriginal
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OriginalBackbone=ViT-L/162026.04 | 92.81 | 92.52 | 13.34 | — | — | — | |
| OriginalBackbone=ResNet-502026.04 | 90.62 | 90.34 | 17 | — | — | — | |
| NGBackbone=ViT-L/162026.04 | 57.41 | 63.12 | 54.72 | 53.11 | 74.61 | 354.4 | |
| NGBackbone=ResNet-502026.04 | 55.82 | 61.76 | 53.94 | 51.66 | 75.47 | 332.7 | |
| BTBackbone=ViT-L/162026.04 | 49.78 | 70.62 | 66.94 | 42.33 | 66.74 | 468.9 | |
| GABackbone=ResNet-502026.04 | 48.91 | 56.73 | 58.26 | 83.44 | 73.61 | 956.4 | |
| BTBackbone=ResNet-502026.04 | 47.22 | 69.44 | 64.83 | 43.21 | 66.11 | 447.7 | |
| GABackbone=ViT-L/162026.04 | 46.27 | 58.44 | 59.33 | 81.91 | 72.37 | 1,003.7 | |
| FFBackbone=ViT-L/162026.04 | 38.81 | 66.53 | 68.18 | 41.92 | 68.44 | 443.7 | |
| FFBackbone=ResNet-502026.04 | 36.94 | 65.12 | 66.84 | 39.82 | 67.58 | 417.6 | |
| SalUnBackbone=ViT-L/162026.04 | 25 | 74.2 | 76 | 24.5 | 65.8 | 330 | |
| SalUnBackbone=ResNet-502026.04 | 25 | 72.5 | 74.8 | 24 | 64.75 | 302 | |
| PBUBackbone=ResNet-502026.04 | 13.81 | 75.68 | 82.91 | 8.44 | 63.44 | 272.8 | |
| PBUBackbone=ViT-L/162026.04 | 12.58 | 77.91 | 84.31 | 7.92 | 64.87 | 306.2 | |
| GPPUBackbone=ResNet-502026.04 | 11.21 | 77.56 | 86.74 | 3.11 | 61.88 | 34.66 | |
| GPPUBackbone=ViT-L/162026.04 | 10.12 | 78.84 | 87.13 | 2.93 | 62.57 | 37.44 |