Online Class Incremental Learning on CIFAR-100
56.5Average AccuracyOTC
Evaluation Results
| Method | Links | |
|---|---|---|
| OTCMemory buffer size (M)=5k2022.11 | 56.5 | |
| MOSEMemory buffer size (M)=5k2022.11 | 54.5 | |
| BiC+ACMemory buffer size (M)=5k2022.11 | 54.2 | |
| GSAMemory buffer size (M)=5k2022.11 | 49.7 | |
| OTCMemory buffer size (M)=2k2022.11 | 48.5 | |
| BiC+ACMemory buffer size (M)=2k2022.11 | 47.3 | |
| MOSEMemory buffer size (M)=2k2022.11 | 45.1 | |
| OCMMemory buffer size (M)=5k2022.11 | 42.2 | |
| SBSMemory buffer size (M)=5k2022.11 | 42.1 | |
| OnProMemory buffer size (M)=5k2022.11 | 41.8 | |
| GSAMemory buffer size (M)=2k2022.11 | 39.7 | |
| ERMemory buffer size (M)=5k2022.11 | 39.4 | |
| OTCMemory buffer size (M)=1k2022.11 | 36.8 | |
| BiC+ACMemory buffer size (M)=1k2022.11 | 36.1 | |
| OnProMemory buffer size (M)=2k2022.11 | 35.9 | |
| OCMMemory buffer size (M)=2k2022.11 | 35.7 | |
| MOSEMemory buffer size (M)=1k2022.11 | 35.1 | |
| SBSMemory buffer size (M)=2k2022.11 | 34.2 | |
| ERMemory buffer size (M)=2k2022.11 | 31.9 | |
| GSAMemory buffer size (M)=1k2022.11 | 31.4 | |
| OnProMemory buffer size (M)=1k2022.11 | 30 | |
| OCMMemory buffer size (M)=1k2022.11 | 28 | |
| ASERMemory buffer size (M)=5k2022.11 | 27.1 | |
| SBSMemory buffer size (M)=1k2022.11 | 26.3 | |
| ERMemory buffer size (M)=1k2022.11 | 24.5 | |
| CoPEMemory buffer size (M)=5k2022.11 | 23.6 | |
| CoPEMemory buffer size (M)=2k2022.11 | 16.8 | |
| ASERMemory buffer size (M)=1k2022.11 | 16.4 | |
| CoPEMemory buffer size (M)=1k2022.11 | 14.6 | |
| ASERMemory buffer size (M)=2k2022.11 | 12.2 |