Online Continual Learning on CIFAR10 (test)
79.51AccuracyOnPro-CCLDC + S6MOD
Evaluation Results
| Method | Links | |
|---|---|---|
| OnPro-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 79.51 | |
| OnPro-CCLDCMemory Size M=1000, Backbone=ResNet-182024.12 | 78.64 | |
| OCM-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 78.21 | |
| OCM-CCLDCMemory Size M=1000, Backbone=ResNet-182024.12 | 77.66 | |
| OCM + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 75.31 | |
| OnPro + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 75.14 | |
| OnPro-CCLDC + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 75.03 | |
| OnProMemory Size M=1000, Backbone=ResNet-182024.12 | 74.7 | |
| OnPro-CCLDCMemory Size M=500, Backbone=ResNet-182024.12 | 74.49 | |
| OCM-CCLDC + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 74.45 | |
| OCM-CCLDCMemory Size M=500, Backbone=ResNet-182024.12 | 74.14 | |
| MOE-MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 73.16 | |
| OCMMemory Size M=1000, Backbone=ResNet-182024.12 | 73.15 | |
| MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 72.54 | |
| OnPro + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 72.3 | |
| MOE-MOSEMemory Size M=1000, Backbone=ResNet-182024.12 | 72.18 | |
| MOSEMemory Size M=1000, Backbone=ResNet-182024.12 | 70.74 | |
| OCM + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 70.57 | |
| OnProMemory Size M=500, Backbone=ResNet-182024.12 | 70.47 | |
| OCMMemory Size M=500, Backbone=ResNet-182024.12 | 68.19 | |
| ER + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 65.8 | |
| MOE-MOSE + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 63.86 | |
| MOSE + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 63.74 | |
| MOE-MOSEMemory Size M=500, Backbone=ResNet-182024.12 | 62.54 | |
| ERMemory Size M=1000, Backbone=ResNet-182024.12 | 62.32 | |
| MOSEMemory Size M=500, Backbone=ResNet-182024.12 | 61.02 | |
| ER + S6MODMemory Size M=500, Backbone=ResNet-182024.12 | 57.88 | |
| ERMemory Size M=500, Backbone=ResNet-182024.12 | 56.68 |