| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-10 | Retain Accuracy100 | 42 | 13d ago | ||
| MNIST | Accuracy Retention (ACCr)99.4 | 36 | 13d ago | ||
| CIFAR-100 | ACCr78.52 | 28 | 3mo ago | ||
| CIFAR-10 (test) | GPPU | False Acceptance Rate0.12 | 16 | 1mo ago | |
| Office 31 Average | Average Accuracy (r)74.8 | 11 | 1mo ago | ||
| Office 31 W -> D | Original (SF(DA)²) | Accuracy (r)80.3 | 11 | 1mo ago | |
| Office 31 W -> A | Unlearned(+) | Accuracy (Retained)80.5 | 11 | 1mo ago | |
| Office 31 D -> W | Unlearned(+) | Accuracy ($A_{D_T}^r$)81.9 | 11 | 1mo ago | |
| Office 31 D -> A | Unlearned(+) | Retained Accuracy (D->A)79 | 11 | 1mo ago | |
| Office 31 A -> W | Accuracy (Target Domain)82 | 11 | 1mo ago | ||
| Office 31 A -> D | Retained Performance (A->D)79.1 | 11 | 1mo ago | ||
| Tiny ImageNet | Accuracy Forgotten100 | 11 | 3mo ago | ||
| VoxCeleb1 | FA95.62 | 10 | 1mo ago | ||
| SpeechCommands v2 | Graph-Propagated Projection Unlearning | FA0.14 | 10 | 1mo ago | |
| LibriSpeech 100h | FA97.57 | 10 | 1mo ago | ||
| CIFAR-100 | FA86.43 | 5 | 1mo ago | ||
| SVHN | FA98.71 | 4 | 1mo ago | ||
| FashionMNIST | GPPU | FA0.14 | 3 | 1mo ago | |
| Flowers102 | FA92.81 | 3 | 1mo ago | ||
| STL-10 | FA (Forgetting Accuracy)89.41 | 3 | 1mo ago | ||
| CIFAR-100 (test) | - | - | 0 | 3mo ago | |
| Tiny ImageNet (test) | - | - | 0 | 3mo ago |
