Image Classification on M(EMNIST-20, F-EMNIST)
97.12AccuracyONE
Evaluation Results
| Method | Links | |
|---|---|---|
| ONENetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 97.12 | |
| HATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 96.78 | |
| PRONetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 96.6 | |
| UCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 95.67 | |
| CATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 95.66 | |
| PathNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 94.72 | |
| EWCNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 93.93 | |
| NCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 92.7 | |
| HYPNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 89.7 | |
| RPSNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 88.61 | |
| HYP-RNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 78.56 | |
| CATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 61.87 | |
| EWCNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 58.55 | |
| NCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 55.31 | |
| UCLNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 54.25 | |
| ONENetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 53.1 | |
| HATNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 51.36 | |
| RPSNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 47.28 | |
| HYPNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 40.56 | |
| HYP-RNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 25.65 | |
| PathNetNetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 24.03 | |
| PRONetwork Architecture=2-layer fully connected network, Random Task Sequences=52021.12 | 10.62 |