Task-incremental Learning on CIFAR10 (test)
98.16Average ScoreJoint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Joint2022.09 | 98.16 | — | — | — | |
| MetaSP+RehSelbuffer size=5002022.09 | 91.41 | 97.3 | 93.28 | -7.36 | |
| MetaSPbuffer size=5002022.09 | 90.91 | 97.31 | 93.38 | -7.74 | |
| MIRbuffer size=5002022.09 | 90.63 | 96.73 | 91.99 | -7.62 | |
| ERbuffer size=5002022.09 | 90.6 | 96.79 | 92.28 | -7.99 | |
| GEMbuffer size=5002022.09 | 90.42 | 96.73 | 92.93 | -7.88 | |
| GSSbuffer size=5002022.09 | 90.38 | 96.57 | 92.19 | -7.73 | |
| MetaSP+RehSelbuffer size=3002022.09 | 89.91 | 97.3 | 92.66 | -8.99 | |
| GMEDbuffer size=5002022.09 | 89.72 | 96.72 | 92.1 | -9.76 | |
| MetaSPbuffer size=3002022.09 | 89.4 | 97.31 | 92.54 | -9.62 | |
| GEMbuffer size=3002022.09 | 89.34 | 96.62 | 92.49 | -9.09 | |
| ERbuffer size=3002022.09 | 88.97 | 96.79 | 91.12 | -9.95 | |
| GMEDbuffer size=3002022.09 | 88.91 | 96.72 | 91.2 | -9.76 | |
| MIRbuffer size=3002022.09 | 88.5 | 96.73 | 90.87 | -10.33 | |
| GSSbuffer size=3002022.09 | 88.05 | 96.57 | 90.6 | -10.63 | |
| AGEMbuffer size=5002022.09 | 86.45 | 96.71 | 90.9 | -12.83 | |
| AGEMbuffer size=3002022.09 | 85.52 | 96.71 | 90.16 | -14.07 | |
| HALbuffer size=5002022.09 | 81.84 | 92.03 | 84.19 | -12.73 | |
| HALbuffer size=3002022.09 | 79.9 | 92.03 | 83.78 | -14.39 | |
| GDUMB2022.09 | 73.22 | — | 65.27 | — | |
| Finetune2022.09 | 65.27 | — | — | — |