Image Classification on S-CIFAR-10 (Class-IL and Task-IL Metrics)
98.31Task-IL AccuracyJOINT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JOINTBuffer=None2022.02 | 98.31 | 92.2 | |
| SNCLBuffer=51202022.02 | 97.11 | 90.41 | |
| ERBuffer=51202022.02 | 96.98 | 82.47 | |
| GEMBuffer=51202022.02 | 95.55 | 25.26 | |
| DERBuffer=51202022.02 | 95.43 | 83.81 | |
| PNNBuffer=None2022.02 | 95.13 | — | |
| SNCLBuffer=5002022.02 | 94.02 | 76.35 | |
| ERBuffer=5002022.02 | 93.61 | 57.74 | |
| DERBuffer=5002022.02 | 93.4 | 70.51 | |
| SNCLBuffer=2002022.02 | 92.91 | 66.16 | |
| iCaRLBuffer=51202022.02 | 92.23 | 55.07 | |
| GEMBuffer=5002022.02 | 92.16 | 26.2 | |
| DERBuffer=2002022.02 | 91.4 | 61.93 | |
| ERBuffer=2002022.02 | 91.19 | 44.79 | |
| GEMBuffer=2002022.02 | 90.44 | 25.54 | |
| A-GEMBuffer=51202022.02 | 90.1 | 21.99 | |
| A-GEMBuffer=5002022.02 | 89.48 | 22.67 | |
| iCaRLBuffer=2002022.02 | 88.99 | 49.02 | |
| HALBuffer=51202022.02 | 88.51 | 59.12 | |
| iCaRLBuffer=5002022.02 | 88.22 | 47.55 | |
| HALBuffer=5002022.02 | 84.54 | 41.79 | |
| A-GEMBuffer=2002022.02 | 83.88 | 20.04 | |
| HALBuffer=2002022.02 | 82.51 | 32.36 | |
| oEWCBuffer=None2022.02 | 68.29 | 19.49 | |
| SIBuffer=None2022.02 | 68.05 | 19.48 | |
| LwFBuffer=None2022.02 | 63.29 | 19.61 | |
| SGDBuffer=None2022.02 | 61.02 | 19.62 |