Image Classification on ImageNet Subset (From Half) LT (test)
42.8Average AccuracyGR+Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| GR+OursTask Schedule=In-ordered, Number of Tasks=52026.05 | 42.8 | |
| PODNet+OursTask Schedule=In-ordered, Number of Tasks=52026.05 | 41.6 | |
| GRTask Schedule=Shuffled, Number of Tasks=52026.05 | 41.6 | |
| GR+OursTask Schedule=Shuffled, Number of Tasks=52026.05 | 41.3 | |
| GRTask Schedule=In-ordered, Number of Tasks=52026.05 | 41.2 | |
| PODNet+OursTask Schedule=Shuffled, Number of Tasks=52026.05 | 40.7 | |
| PODNetTask Schedule=Shuffled, Number of Tasks=52026.05 | 40.5 | |
| PODNetTask Schedule=In-ordered, Number of Tasks=52026.05 | 40.3 | |
| GR+OursTask Schedule=In-ordered, Number of Tasks=102026.05 | 40 | |
| GR+OursTask Schedule=Shuffled, Number of Tasks=102026.05 | 39.7 | |
| PODNet+OursTask Schedule=In-ordered, Number of Tasks=102026.05 | 39.2 | |
| GRTask Schedule=Shuffled, Number of Tasks=102026.05 | 39 | |
| iCaRL+OursTask Schedule=In-ordered, Number of Tasks=52026.05 | 38.8 | |
| iCaRL+OursTask Schedule=In-ordered, Number of Tasks=102026.05 | 38.2 | |
| PODNetTask Schedule=In-ordered, Number of Tasks=102026.05 | 38.1 | |
| PODNet+OursTask Schedule=Shuffled, Number of Tasks=102026.05 | 38.1 | |
| iCaRLTask Schedule=In-ordered, Number of Tasks=52026.05 | 38 | |
| PODNetTask Schedule=Shuffled, Number of Tasks=102026.05 | 37.9 | |
| iCaRLTask Schedule=In-ordered, Number of Tasks=102026.05 | 36.7 | |
| GRTask Schedule=In-ordered, Number of Tasks=102026.05 | 36.4 | |
| iCaRL+OursTask Schedule=Shuffled, Number of Tasks=52026.05 | 36.3 | |
| iCaRLTask Schedule=Shuffled, Number of Tasks=52026.05 | 36.1 | |
| iCaRL+OursTask Schedule=Shuffled, Number of Tasks=102026.05 | 35.8 | |
| iCaRLTask Schedule=Shuffled, Number of Tasks=102026.05 | 35.5 |