Task-Free Continual Learning on ImageNet-R Si-Blurry
51.86AAUCMVP-R+L.M.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MVP-R+L.M.Buffer Size=2,0002026.06 | 51.86 | 49.28 | |
| MVP-R+L.M.Buffer Size=5002026.06 | 49.16 | 44.03 | |
| MVP-RBuffer Size=2,0002026.06 | 48.11 | 47.29 | |
| MVP-RBuffer Size=5002026.06 | 46.49 | 43.63 | |
| ERBuffer Size=2,0002026.06 | 45.74 | 38.13 | |
| CLIBBuffer Size=2,0002026.06 | 42.69 | 35.43 | |
| MVP+L.M.Buffer Size=02026.06 | 41.66 | 33.99 | |
| ERBuffer Size=5002026.06 | 40.31 | 28.85 | |
| MVPBuffer Size=02026.06 | 38.43 | 31.71 | |
| CLIBBuffer Size=5002026.06 | 37.18 | 29.51 | |
| LwFBuffer Size=02026.06 | 31.61 | 20.62 | |
| EWC++Buffer Size=2,0002026.06 | 30.2 | 21.28 | |
| L2PBuffer Size=02026.06 | 29.65 | 19.55 | |
| Linear ProbingBuffer Size=02026.06 | 29.24 | 16.87 | |
| RMBuffer Size=2,0002026.06 | 27.88 | 24.25 | |
| EWC++Buffer Size=5002026.06 | 18.62 | 11.36 | |
| RMBuffer Size=5002026.06 | 18.31 | 4.14 | |
| FinetuningBuffer Size=02026.06 | 7.51 | 2.29 |