Online Class Incremental Learning on Tiny-Imagenet (test)
8.2Average ForgettingCoPE
Evaluation Results
| Method | Links | |
|---|---|---|
| CoPEMemory buffer size (M)=10k2022.11 | 8.2 | |
| CoPEMemory buffer size (M)=5k2022.11 | 9 | |
| CoPEMemory buffer size (M)=2k2022.11 | 10.9 | |
| MOSEMemory buffer size (M)=10k2022.11 | 15.5 | |
| OCMMemory buffer size (M)=10k2022.11 | 15.9 | |
| OTCMemory buffer size (M)=10k2022.11 | 16.5 | |
| GSAMemory buffer size (M)=10k2022.11 | 16.9 | |
| OCMMemory buffer size (M)=5k2022.11 | 19.7 | |
| OTCMemory buffer size (M)=5k2022.11 | 19.8 | |
| BiC+ACMemory buffer size (M)=10k2022.11 | 20.1 | |
| OnProMemory buffer size (M)=10k2022.11 | 20.3 | |
| BiC+ACMemory buffer size (M)=5k2022.11 | 21.6 | |
| OnProMemory buffer size (M)=5k2022.11 | 23.5 | |
| OTCMemory buffer size (M)=2k2022.11 | 23.5 | |
| MOSEMemory buffer size (M)=5k2022.11 | 25 | |
| GSAMemory buffer size (M)=5k2022.11 | 25.8 | |
| OCMMemory buffer size (M)=2k2022.11 | 26.1 | |
| SBSMemory buffer size (M)=10k2022.11 | 26.8 | |
| BiC+ACMemory buffer size (M)=2k2022.11 | 27.4 | |
| OnProMemory buffer size (M)=2k2022.11 | 28 | |
| SBSMemory buffer size (M)=5k2022.11 | 33.8 | |
| GSAMemory buffer size (M)=2k2022.11 | 35.5 | |
| ERMemory buffer size (M)=10k2022.11 | 40.8 | |
| ERMemory buffer size (M)=5k2022.11 | 45.7 | |
| MOSEMemory buffer size (M)=2k2022.11 | 47.2 | |
| SBSMemory buffer size (M)=2k2022.11 | 54.2 | |
| ERMemory buffer size (M)=2k2022.11 | 58.4 | |
| ASERMemory buffer size (M)=10k2022.11 | 64.3 | |
| ASERMemory buffer size (M)=5k2022.11 | 67.5 | |
| ASERMemory buffer size (M)=2k2022.11 | 75.4 |