Task-Free Continual Learning on Tiny-ImageNet Si-Blurry
81.47AAUCMVP-R+L.M.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MVP-R+L.M.Buffer Size=2,0002026.06 | 81.47 | 76.53 | |
| MVP-RBuffer Size=2,0002026.06 | 80.85 | 76.45 | |
| MVP-R+L.M.Buffer Size=5002026.06 | 78.21 | 69.64 | |
| MVP-RBuffer Size=5002026.06 | 77.6 | 69.57 | |
| MVPBuffer Size=02026.06 | 71.25 | 59.35 | |
| MVP+L.M.Buffer Size=02026.06 | 70.65 | 61.36 | |
| ERBuffer Size=2,0002026.06 | 66.75 | 55.07 | |
| CLIBBuffer Size=2,0002026.06 | 65.47 | 56.87 | |
| EWC++Buffer Size=2,0002026.06 | 64.92 | 53.04 | |
| CLIBBuffer Size=5002026.06 | 60.11 | 48.97 | |
| ERBuffer Size=5002026.06 | 59.46 | 40.6 | |
| EWC++Buffer Size=5002026.06 | 55.05 | 34.88 | |
| L2PBuffer Size=02026.06 | 52.09 | 35.05 | |
| LwFBuffer Size=02026.06 | 49 | 27.47 | |
| RMBuffer Size=2,0002026.06 | 47.26 | 44.55 | |
| Linear ProbingBuffer Size=02026.06 | 42.15 | 21.97 | |
| RMBuffer Size=5002026.06 | 31.96 | 7.43 | |
| FinetuningBuffer Size=02026.06 | 15.5 | 10.42 |