Online Class Incremental Learning on CIFAR-10
76.1Average AccuracyOTC
Evaluation Results
| Method | Links | |
|---|---|---|
| OTCMemory buffer size=1k2022.11 | 76.1 | |
| BiC+ACMemory buffer size=1k2022.11 | 75.8 | |
| OnProMemory buffer size=1k2022.11 | 74.7 | |
| OCMMemory buffer size=1k2022.11 | 73.2 | |
| OTCMemory buffer size=0.5k2022.11 | 72 | |
| BiC+ACMemory buffer size=0.5k2022.11 | 71.2 | |
| MOSEMemory buffer size=1k2022.11 | 70.7 | |
| OnProMemory buffer size=0.5k2022.11 | 70.5 | |
| GSAMemory buffer size=1k2022.11 | 69.1 | |
| OCMMemory buffer size=0.5k2022.11 | 66.2 | |
| SBSMemory buffer size=1k2022.11 | 64.8 | |
| OTCMemory buffer size=0.2k2022.11 | 64.8 | |
| GSAMemory buffer size=0.5k2022.11 | 64.6 | |
| BiC+ACMemory buffer size=0.2k2022.11 | 63.5 | |
| OnProMemory buffer size=0.2k2022.11 | 62.7 | |
| ERMemory buffer size=1k2022.11 | 62.3 | |
| MOSEMemory buffer size=0.5k2022.11 | 61.1 | |
| OCMMemory buffer size=0.2k2022.11 | 61 | |
| SBSMemory buffer size=0.5k2022.11 | 58.3 | |
| GSAMemory buffer size=0.2k2022.11 | 58 | |
| ERMemory buffer size=0.5k2022.11 | 56.7 | |
| MOSEMemory buffer size=0.2k2022.11 | 53.3 | |
| SBSMemory buffer size=0.2k2022.11 | 52.2 | |
| ERMemory buffer size=0.2k2022.11 | 51.2 | |
| ASERMemory buffer size=1k2022.11 | 44.7 | |
| CoPEMemory buffer size=1k2022.11 | 43.8 | |
| CoPEMemory buffer size=0.5k2022.11 | 42.9 | |
| CoPEMemory buffer size=0.2k2022.11 | 37.3 | |
| ASERMemory buffer size=0.5k2022.11 | 36.2 | |
| ASERMemory buffer size=0.2k2022.11 | 27.8 |