Online Class Incremental Learning on CIFAR-10 (test)
9.8Average ForgettingOTC
Evaluation Results
| Method | Links | |
|---|---|---|
| OTCMemory buffer size (M)=1k2022.11 | 9.8 | |
| GSAMemory buffer size (M)=1k2022.11 | 10 | |
| OCMMemory buffer size (M)=1k2022.11 | 11.6 | |
| GSAMemory buffer size (M)=0.5k2022.11 | 12.6 | |
| BiC+ACMemory buffer size (M)=1k2022.11 | 12.8 | |
| OTCMemory buffer size (M)=0.5k2022.11 | 13.5 | |
| OCMMemory buffer size (M)=0.5k2022.11 | 13.7 | |
| OnProMemory buffer size (M)=1k2022.11 | 14.2 | |
| BiC+ACMemory buffer size (M)=0.5k2022.11 | 16.4 | |
| OnProMemory buffer size (M)=0.5k2022.11 | 17.9 | |
| MOSEMemory buffer size (M)=1k2022.11 | 20.3 | |
| ERMemory buffer size (M)=1k2022.11 | 20.9 | |
| OTCMemory buffer size (M)=0.2k2022.11 | 23.2 | |
| BiC+ACMemory buffer size (M)=0.2k2022.11 | 23.4 | |
| GSAMemory buffer size (M)=0.2k2022.11 | 23.5 | |
| OCMMemory buffer size (M)=0.2k2022.11 | 25.3 | |
| OnProMemory buffer size (M)=0.2k2022.11 | 25.9 | |
| SBSMemory buffer size (M)=1k2022.11 | 27.7 | |
| MOSEMemory buffer size (M)=0.5k2022.11 | 30.4 | |
| ERMemory buffer size (M)=0.5k2022.11 | 33.2 | |
| SBSMemory buffer size (M)=0.5k2022.11 | 34.2 | |
| CoPEMemory buffer size (M)=1k2022.11 | 36.4 | |
| MOSEMemory buffer size (M)=0.2k2022.11 | 38.5 | |
| CoPEMemory buffer size (M)=0.5k2022.11 | 39.4 | |
| SBSMemory buffer size (M)=0.2k2022.11 | 40.1 | |
| ERMemory buffer size (M)=0.2k2022.11 | 40.2 | |
| ASERMemory buffer size (M)=1k2022.11 | 42 | |
| CoPEMemory buffer size (M)=0.2k2022.11 | 45.7 | |
| ASERMemory buffer size (M)=0.5k2022.11 | 53.2 | |
| ASERMemory buffer size (M)=0.2k2022.11 | 62.6 |