Continual Learning Classification on Heterogeneous shift (HS) (test)
90.01AccuracyER
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ERCategory=Buffer-based2024.09 | 90.01 | -2.6 | 93.53 | |
| ER*Category=Buffer-based, Buffer level=low2024.09 | 89.07 | -8.08 | 91.94 | |
| CumulativeCategory=Non-CL2024.09 | 88.67 | -0.07 | 93.77 | |
| LRCategory=Buffer-based2024.09 | 87.54 | -2.17 | 92.89 | |
| GLRCLCategory=Buffer-free2024.09 | 87.38 | -2.58 | 92.66 | |
| JointCategory=Non-CL2024.09 | 86.73 | — | — | |
| LR*Category=Buffer-based, Buffer level=low2024.09 | 85.97 | -5.02 | 91.54 | |
| LwFCategory=Buffer-free2024.09 | 74.72 | -30.32 | 77.5 | |
| SICategory=Buffer-free2024.09 | 70.71 | -35.92 | 75.45 | |
| AGEMCategory=Buffer-based2024.09 | 69.31 | -20.07 | 80.53 | |
| GEMCategory=Buffer-based2024.09 | 69.11 | -19.63 | 80.93 | |
| NaiveCategory=Non-CL2024.09 | 66.92 | -38.8 | 73.88 | |
| EWCCategory=Buffer-free2024.09 | 66.41 | -39.42 | 73.54 |