Online Continual Learning on CIFAR-100 (test)
56.32AccuracyMOE-MOSE + S6MOD
Evaluation Results
| Method | Links | |
|---|---|---|
| MOE-MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 56.32 | |
| MOE-MOSEMemory Size M=5000, Backbone=ResNet-182024.12 | 55.62 | |
| MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 54.75 | |
| MOSEMemory Size M=5000, Backbone=ResNet-182024.12 | 54.53 | |
| OCM-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 52.53 | |
| OCM-CCLDCMemory Size M=5000, Backbone=ResNet-182024.12 | 51.43 | |
| OnPro-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 50.85 | |
| OnPro-CCLDCMemory Size M=5000, Backbone=ResNet-182024.12 | 50.01 | |
| MOE-MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 47.25 | |
| MOE-MOSEMemory Size M=2000, Backbone=ResNet-182024.12 | 47.03 | |
| OCM + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 45.49 | |
| MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 45.38 | |
| MOSEMemory Size M=2000, Backbone=ResNet-182024.12 | 45.06 | |
| OCM-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 44.4 | |
| OnPro + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 44.14 | |
| OnPro-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 43.92 | |
| OCM-CCLDCMemory Size M=2000, Backbone=ResNet-182024.12 | 43.34 | |
| OCMMemory Size M=5000, Backbone=ResNet-182024.12 | 42.22 | |
| OnPro-CCLDCMemory Size M=2000, Backbone=ResNet-182024.12 | 41.89 | |
| OnProMemory Size M=5000, Backbone=ResNet-182024.12 | 41.59 | |
| ER + S6MODMemory Size M=5000, Backbone=ResNet-182024.12 | 39.61 | |
| ERMemory Size M=5000, Backbone=ResNet-182024.12 | 39.41 | |
| OCM + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 38.97 | |
| MOE-MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 37.76 | |
| OnPro + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 37.57 | |
| MOE-MOSEMemory Size M=1000, Backbone=ResNet-182024.12 | 37.32 | |
| OnPro-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 36.07 | |
| OCM-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 36.02 | |
| OCMMemory Size M=2000, Backbone=ResNet-182024.12 | 35.69 | |
| MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 35.43 | |
| MOSEMemory Size M=1000, Backbone=ResNet-182024.12 | 35.05 | |
| OCM-CCLDCMemory Size M=1000, Backbone=ResNet-182024.12 | 35 | |
| OnPro-CCLDCMemory Size M=1000, Backbone=ResNet-182024.12 | 34.76 | |
| ER + S6MODMemory Size M=2000, Backbone=ResNet-182024.12 | 34.55 | |
| OnProMemory Size M=2000, Backbone=ResNet-182024.12 | 33.33 | |
| OCM + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 32.44 | |
| ERMemory Size M=2000, Backbone=ResNet-182024.12 | 31.89 | |
| OnPro + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 28.84 | |
| OCMMemory Size M=1000, Backbone=ResNet-182024.12 | 28.02 | |
| OnProMemory Size M=1000, Backbone=ResNet-182024.12 | 27.22 | |
| ER + S6MODMemory Size M=1000, Backbone=ResNet-182024.12 | 26.5 | |
| ERMemory Size M=1000, Backbone=ResNet-182024.12 | 24.47 |