Online Class Incremental Learning on Tiny-Imagenet
39.5Average AccuracyOTC
Evaluation Results
| Method | Links | |
|---|---|---|
| OTCMemory buffer size=10k2022.11 | 39.5 | |
| OTCMemory buffer size (M)=10k2022.11 | 39.5 | |
| MOSEMemory buffer size=10k2022.11 | 38.7 | |
| MOSEMemory buffer size (M)=10k2022.11 | 38.7 | |
| GSAMemory buffer size=10k2022.11 | 33.2 | |
| GSAMemory buffer size (M)=10k2022.11 | 33.2 | |
| OCMMemory buffer size=10k2022.11 | 31.9 | |
| OCMMemory buffer size (M)=10k2022.11 | 31.9 | |
| OTCMemory buffer size=5k2022.11 | 31.6 | |
| OTCMemory buffer size (M)=5k2022.11 | 31.6 | |
| MOSEMemory buffer size=5k2022.11 | 30.9 | |
| MOSEMemory buffer size (M)=5k2022.11 | 30.9 | |
| SBSMemory buffer size=10k2022.11 | 27.3 | |
| SBSMemory buffer size (M)=10k2022.11 | 27.3 | |
| OCMMemory buffer size=5k2022.11 | 26.7 | |
| OCMMemory buffer size (M)=5k2022.11 | 26.7 | |
| BiC+ACMemory buffer size=10k2022.11 | 26.5 | |
| BiC+ACMemory buffer size (M)=10k2022.11 | 26.5 | |
| OnProMemory buffer size=10k2022.11 | 26.4 | |
| OnProMemory buffer size (M)=10k2022.11 | 26.4 | |
| GSAMemory buffer size=5k2022.11 | 26 | |
| GSAMemory buffer size (M)=5k2022.11 | 26 | |
| ERMemory buffer size=10k2022.11 | 24.7 | |
| ERMemory buffer size (M)=10k2022.11 | 24.7 | |
| SBSMemory buffer size=5k2022.11 | 23.2 | |
| SBSMemory buffer size (M)=5k2022.11 | 23.2 | |
| BiC+ACMemory buffer size=5k2022.11 | 22.6 | |
| BiC+ACMemory buffer size (M)=5k2022.11 | 22.6 | |
| OnProMemory buffer size=5k2022.11 | 21.1 | |
| OnProMemory buffer size (M)=5k2022.11 | 21.1 | |
| OTCMemory buffer size=2k2022.11 | 19.5 | |
| OTCMemory buffer size (M)=2k2022.11 | 19.5 | |
| ERMemory buffer size=5k2022.11 | 19.2 | |
| ERMemory buffer size (M)=5k2022.11 | 19.2 | |
| GSAMemory buffer size=2k2022.11 | 18.5 | |
| GSAMemory buffer size (M)=2k2022.11 | 18.5 | |
| OCMMemory buffer size=2k2022.11 | 18.4 | |
| OCMMemory buffer size (M)=2k2022.11 | 18.4 | |
| MOSEMemory buffer size=2k2022.11 | 18.2 | |
| MOSEMemory buffer size (M)=2k2022.11 | 18.2 | |
| BiC+ACMemory buffer size=2k2022.11 | 17.6 | |
| BiC+ACMemory buffer size (M)=2k2022.11 | 17.6 | |
| OnProMemory buffer size=2k2022.11 | 16.3 | |
| OnProMemory buffer size (M)=2k2022.11 | 16.3 | |
| ERMemory buffer size=2k2022.11 | 10.8 | |
| SBSMemory buffer size=2k2022.11 | 10.8 | |
| ERMemory buffer size (M)=2k2022.11 | 10.8 | |
| SBSMemory buffer size (M)=2k2022.11 | 10.8 | |
| ASERMemory buffer size=10k2022.11 | 10.3 | |
| ASERMemory buffer size (M)=10k2022.11 | 10.3 | |
| ASERMemory buffer size=5k2022.11 | 8.2 | |
| ASERMemory buffer size (M)=5k2022.11 | 8.2 | |
| ASERMemory buffer size=2k2022.11 | 5.3 | |
| ASERMemory buffer size (M)=2k2022.11 | 5.3 | |
| CoPEMemory buffer size=10k2022.11 | 2.7 | |
| CoPEMemory buffer size (M)=10k2022.11 | 2.7 | |
| CoPEMemory buffer size=5k2022.11 | 2.5 | |
| CoPEMemory buffer size (M)=5k2022.11 | 2.5 | |
| CoPEMemory buffer size=2k2022.11 | 2.3 | |
| CoPEMemory buffer size (M)=2k2022.11 | 2.3 |