Poisoning Unlearning on CIFAR-10
91.35Accuracy RetentionNone
Evaluation results
| Method | Links | |
|---|---|---|
| NoneNum. Corrupted Samples=1002026.04 | 91.35 | |
| NoneNum. Corrupted Samples=5002026.04 | 90.97 | |
| NoneNum. Corrupted Samples=10002026.04 | 90.84 | |
| RewoDNum. Corrupted Samples=5002026.04 | 1.25 | |
| RewoDNum. Corrupted Samples=10002026.04 | 0.92 | |
| RewoDNum. Corrupted Samples=1002026.04 | 0.86 | |
| ScrubNum. Corrupted Samples=5002026.04 | 0.43 | |
| CFNum. Corrupted Samples=5002026.04 | 0.35 | |
| CFNum. Corrupted Samples=10002026.04 | 0.27 | |
| ScrubNum. Corrupted Samples=10002026.04 | 0.27 | |
| BadTNum. Corrupted Samples=1002026.04 | 0.13 | |
| CFNum. Corrupted Samples=1002026.04 | 0.09 | |
| ScrubNum. Corrupted Samples=1002026.04 | 0.01 | |
| BadTNum. Corrupted Samples=10002026.04 | 0.01 | |
| BadTNum. Corrupted Samples=5002026.04 | -0.05 | |
| SSDNum. Corrupted Samples=10002026.04 | -0.66 | |
| SSDNum. Corrupted Samples=1002026.04 | -3.05 | |
| RELOADNum. Corrupted Samples=10002026.04 | -7.55 | |
| RELOADNum. Corrupted Samples=1002026.04 | -7.83 | |
| RELOADNum. Corrupted Samples=5002026.04 | -8.14 | |
| SSDNum. Corrupted Samples=5002026.04 | -14.03 |