Poisoning Cost Evaluation on CIFAR100
0.06Poisoning CostSSD
Evaluation results
| Method | Links | |
|---|---|---|
| SSDNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.06 | |
| SSDNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.06 | |
| SSDNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.06 | |
| SSDNum. Corrupted Samples=1002026.04 | 0.06 | |
| SSDNum. Corrupted Samples=5002026.04 | 0.06 | |
| SSDNum. Corrupted Samples=10002026.04 | 0.06 | |
| RELOADNum. Corrupted Samples=1002026.04 | 0.24 | |
| CFNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.25 | |
| CFNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.25 | |
| CFNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.25 | |
| CFNum. Corrupted Samples=1002026.04 | 0.25 | |
| CFNum. Corrupted Samples=5002026.04 | 0.25 | |
| RELOADNum. Corrupted Samples=5002026.04 | 0.25 | |
| CFNum. Corrupted Samples=10002026.04 | 0.25 | |
| RELOADNum. Corrupted Samples=10002026.04 | 0.25 | |
| ScrubNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.3 | |
| ScrubNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.3 | |
| RELOADNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.3 | |
| ScrubNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.31 | |
| RELOADNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.31 | |
| RELOADNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.31 | |
| ScrubNum. Corrupted Samples=1002026.04 | 0.31 | |
| ScrubNum. Corrupted Samples=5002026.04 | 0.31 | |
| ScrubNum. Corrupted Samples=10002026.04 | 0.31 | |
| BadTNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.68 | |
| BadTNum. Corrupted Samples=1002026.04 | 0.68 | |
| BadTNum. Corrupted Samples=5002026.04 | 0.68 | |
| BadTNum. Corrupted Samples=10002026.04 | 0.68 | |
| BadTNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.69 | |
| BadTNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 0.7 | |
| RewoDNum. Corrupted Samples=100, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 1 | |
| RewoDNum. Corrupted Samples=500, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 1 | |
| RewoDNum. Corrupted Samples=1000, Unlearning Mode=Corrective Unlearning with replacement2026.04 | 1 | |
| RewoDNum. Corrupted Samples=1002026.04 | 1 | |
| RewoDNum. Corrupted Samples=5002026.04 | 1 | |
| RewoDNum. Corrupted Samples=10002026.04 | 1 |