Video Continual Learning on UCF101 10 Tasks
94.9AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 94.9 | — | |
| PIVOT w/o promptsMem. Video Instances=10102022.12 | 94.8 | 3.89 | |
| PIVOTMem. Video Instances=10102022.12 | 93.36 | 4.47 | |
| iCaRLMem. Video Instances=20202022.12 | 80.97 | 18.11 | |
| BiCMem. Video Instances=20202022.12 | 78.16 | 18.49 | |
| CLIPMem. Video Instances=None2022.12 | 65.73 | 11.14 | |
| MASMem. Video Instances=None2022.12 | 10.89 | 11.11 | |
| EWCMem. Video Instances=None2022.12 | 9.51 | 98.94 |