Video Class Incremental Learning on ActivityNet-Trim 10 Tasks vCLIMB
88AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 88 | — | |
| PIVOTMem. Video Instances=20002022.12 | 73.8 | 11.41 | |
| PIVOT w/o promptsMem. Video Instances=20002022.12 | 72.22 | 13.71 | |
| CLIPMem. Video Instances=None2022.12 | 64.1 | 10.47 | |
| BiCMem. Video Instances=40002022.12 | 51.96 | 24.27 | |
| iCaRLMem. Video Instances=40002022.12 | 48.53 | 19.72 | |
| MASMem. Video Instances=None2022.12 | 8.11 | 0.18 | |
| EWCMem. Video Instances=None2022.12 | 4.02 | 5.32 |