Continual Learning Classification on Stain shift (SS) (test)
98.04AccuracyJoint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointCategory=Non-CL2024.09 | 98.04 | — | — | |
| CumulativeCategory=Non-CL2024.09 | 98 | -0.3 | 98.18 | |
| ERCategory=Buffer-based2024.09 | 96.8 | -1.62 | 97.1 | |
| LRCategory=Buffer-based2024.09 | 96.72 | -1.06 | 97.2 | |
| GLRCLCategory=Buffer-free2024.09 | 96.2 | -1.65 | 96.76 | |
| LR*Category=Buffer-based, Buffer level=low2024.09 | 95.28 | -2.41 | 95.97 | |
| ER*Category=Buffer-based, Buffer level=low2024.09 | 94.12 | -3.42 | 95.87 | |
| AGEMCategory=Buffer-based2024.09 | 91.64 | 5.63 | 89.83 | |
| GEMCategory=Buffer-based2024.09 | 86.64 | -0.83 | 83.87 | |
| SICategory=Buffer-free2024.09 | 78.56 | -26.86 | 79.83 | |
| EWCCategory=Buffer-free2024.09 | 77.56 | -27.16 | 80.15 | |
| NaiveCategory=Non-CL2024.09 | 71.72 | -31.09 | 77.54 | |
| LwFCategory=Buffer-free2024.09 | 70 | -28.99 | 78.28 |