Class Incremental Learning on S-CIFAR-100 5 Step (test)
80.4Avg Top-1 AccJoint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JointBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 80.4 | 80.41 | |
| VBM-TCILBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 66.4 | 54.69 | |
| TCILBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 64.4 | 52.37 | |
| WABackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 63.67 | 49.36 | |
| BiCBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 54.74 | 35.42 | |
| VBM-DERBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 40.47 | 17.47 | |
| DERBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 40.05 | 17.11 | |
| LwMBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 39.31 | 16.7 | |
| LwF-MCBackbone=ResNet-18, Protocol=Non-rehearsal CIL2025.03 | 32.39 | 11.42 |