Continual Learning Classification on MNIST-P
82.58AccuracyDCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCLOptimizer=SGD, Backbone=MLP, Window Size=4-1, Constraint Concatenation=MEM2019.12 | 82.58 | 0.0402 | -0.0092 | |
| GEMOptimizer=SGD2019.12 | 82.44 | 0.0224 | -0.0095 | |
| DCLOptimizer=SGD, Backbone=MLP, Window Size=3-1, Constraint Concatenation=MEM2019.12 | 82.3 | 0.0248 | -0.0038 | |
| DCLOptimizer=SGD, Backbone=MLP, Window Size=5-1, Constraint Concatenation=MEM2019.12 | 82.1 | 0.0464 | -0.0095 | |
| EWCOptimizer=SGD2019.12 | 59.31 | -0.196 | -0.0075 |