Ranking past classes by forgetting on CIFAR-100 (incremental)
0.91Spearman's RhoLast-Layer Imbalanced Forgetting Coefficients
Evaluation Results
| Method | Links | |
|---|---|---|
| Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=2, Subset={10%, 20%}, Evaluation Protocol=SW-LOO2026.05 | 0.91 | |
| Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=2, Evaluation Protocol=SW-LOO2026.05 | 0.9 | |
| Last-Layer Imbalanced Forgetting CoefficientsIncremental Step=3, Evaluation Protocol=SW-LOO2026.05 | 0.88 | |
| New-Dataset Interference Coefficient (NIC)Incremental Step=2, Subset={10%, 20%}2026.05 | 0.75 | |
| New-Dataset Interference Coefficient (NIC)Incremental Step=22026.05 | 0.74 | |
| LOG-SIMIncremental Step=2, Subset={10%, 20%}2026.05 | 0.67 | |
| New-Dataset Interference Coefficient (NIC)Incremental Step=32026.05 | 0.65 | |
| LOG-SIMIncremental Step=22026.05 | 0.63 | |
| LOG-SIMIncremental Step=32026.05 | 0.39 |