Random Data Forgetting on Tiny-ImageNet (test)
95.55Df (Forgetting)Original
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OriginalDr (Access to remaining data)=false, Backbone=ViT2025.04 | 95.55 | 94.8 | 90.5 | 88.57 | 8.5 | 17.16 | |
| LAUDr (Access to remaining data)=true, Backbone=ViT2025.04 | 95.52 | 94.77 | 89.33 | 88.67 | 8.56 | 19.04 | |
| RetrainDr (Access to remaining data)=false, Backbone=ViT2025.04 | 66.56 | 92.71 | 63.3 | 82.79 | 49.15 | 50.86 | |
| FinetuneDr (Access to remaining data)=true, Backbone=ViT2025.04 | 64.61 | 93.4 | 62.73 | 81.84 | 51.33 | 51.21 | |
| BSDr (Access to remaining data)=false, Backbone=ViT2025.04 | 40.85 | 39.67 | 39.63 | 39.37 | 47.49 | 47.66 | |
| RLDr (Access to remaining data)=false, Backbone=ViT2025.04 | 8.44 | 7.49 | 8.23 | 7.23 | 13.85 | 13.4 | |
| ESC-TDr (Access to remaining data)=false, Backbone=ViT2025.04 | 1.36 | 94.53 | 0.87 | 88.81 | 96.54 | 93.69 | |
| NGDr (Access to remaining data)=false, Backbone=ViT2025.04 | 1.25 | 0.96 | 1.37 | 0.89 | 1.9 | 1.76 | |
| ESCDr (Access to remaining data)=false, Backbone=ViT2025.04 | 0.27 | 94.64 | 0.2 | 88.88 | 97.19 | 94.02 |