Video Continual Learning on UCF101 20 Tasks
94.9AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 94.9 | — | |
| PIVOT w/o promptsMem. Video Instances=10102022.12 | 93.7 | 4.77 | |
| PIVOTMem. Video Instances=10102022.12 | 93.07 | 3.9 | |
| iCaRLMem. Video Instances=20202022.12 | 76.59 | 21.83 | |
| BiCMem. Video Instances=20202022.12 | 70.69 | 24.9 | |
| CLIPMem. Video Instances=None2022.12 | 65.38 | 12.35 | |
| MASMem. Video Instances=None2022.12 | 5.9 | 5.31 | |
| EWCMem. Video Instances=None2022.12 | 4.71 | 92.12 |