Class-Incremental Learning on CIFAR100 B50
76.12Final AccuracyBound
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BoundSteps=2 steps, Par.=10.722026.07 | 76.12 | — | |
| BoundSteps=5 steps, Par.=10.722026.07 | 76.12 | — | |
| BoundSteps=10 steps, Par.=10.722026.07 | 76.12 | — | |
| DRDNSteps=2 steps, Par.=10.752026.07 | 70.53 | 74.5 | |
| DERSteps=2 steps, Par.=22.452026.07 | 68.84 | 74.61 | |
| DyToxSteps=2 steps, Par.=10.732026.07 | 68.44 | 73.67 | |
| DKTSteps=5 steps, Par.=11.032026.07 | 67.15 | 72.88 | |
| DRDNSteps=5 steps, Par.=10.752026.07 | 67.05 | 73.79 | |
| DERSteps=5 steps, Par.=56.132026.07 | 65.77 | 73.21 | |
| DERSteps=10 steps, Par.=112.272026.07 | 65.45 | 72.81 | |
| BiCSteps=2 steps, Par.=11.222026.07 | 64.22 | 72.47 | |
| DyToxSteps=5 steps, Par.=10.732026.07 | 63.48 | 71.71 | |
| iCaRLSteps=2 steps, Par.=11.222026.07 | 63.07 | 71.33 | |
| DKTSteps=2 steps, Par.=11.032026.07 | 62.94 | 73.04 | |
| DRDNSteps=10 steps, Par.=10.772026.07 | 62.74 | 71.02 | |
| WASteps=2 steps, Par.=11.222026.07 | 62.37 | 71.43 | |
| PODNetSteps=2 steps, Par.=11.222026.07 | 62.11 | 71.3 | |
| DKTSteps=10 steps, Par.=11.032026.07 | 61.8 | 69.18 | |
| DyToxSteps=10 steps, Par.=10.732026.07 | 59.16 | 68.45 | |
| UCIRSteps=2 steps, Par.=11.222026.07 | 56.82 | 67.21 | |
| PODNetSteps=5 steps, Par.=11.222026.07 | 55.94 | 67.25 | |
| iCaRLSteps=5 steps, Par.=11.222026.07 | 55.92 | 65.06 | |
| BiCSteps=5 steps, Par.=11.222026.07 | 55.01 | 66.62 | |
| WASteps=5 steps, Par.=11.222026.07 | 52.87 | 64.01 | |
| PODNetSteps=10 steps, Par.=11.222026.07 | 52.13 | 64.04 | |
| UCIRSteps=5 steps, Par.=11.222026.07 | 52.02 | 64.28 | |
| iCaRLSteps=10 steps, Par.=11.222026.07 | 49.95 | 58.59 | |
| BiCSteps=10 steps, Par.=11.222026.07 | 48.04 | 60.25 | |
| UCIRSteps=10 steps, Par.=11.222026.07 | 48.02 | 59.92 | |
| WASteps=10 steps, Par.=11.222026.07 | 47.9 | 57.86 |