Image Classification on M(EMNIST-10, F-EMNIST) Overall
77.1AccuracyCAT
Evaluation results
| Method | Links | |
|---|---|---|
| CATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 77.1 | |
| EWCNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 73.39 | |
| ONENetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 73.37 | |
| HATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 73.02 | |
| NCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 72.93 | |
| UCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 72.62 | |
| RPSNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 70.44 | |
| HYPNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 62.71 | |
| CATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 61.34 | |
| PathNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 59.01 | |
| EWCNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 55.21 | |
| NCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 54.3 | |
| PRONetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 53.91 | |
| UCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 53.62 | |
| HATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 52.68 | |
| ONENetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 52.38 | |
| RPSNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 51.44 | |
| HYP-RNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 48.89 | |
| HYPNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 42.12 | |
| PathNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 26.38 | |
| HYP-RNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 25.24 | |
| PRONetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 14.92 |