Video Class Incremental Learning on ActivityNet Trim 20 Tasks vCLIMB
88AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 88 | — | |
| PIVOTMem. Video Instances=20002022.12 | 73.84 | 11.94 | |
| PIVOT w/o promptsMem. Video Instances=20002022.12 | 73.43 | 13.45 | |
| CLIPMem. Video Instances=None2022.12 | 64.13 | 11.71 | |
| BiCMem. Video Instances=40002022.12 | 46.53 | 15.95 | |
| iCaRLMem. Video Instances=40002022.12 | 43.33 | 21.57 | |
| MASMem. Video Instances=None2022.12 | 4.61 | 0.1 | |
| EWCMem. Video Instances=None2022.12 | 1.28 | 3.77 |