Video Class Incremental Learning on Kinetics 20 Tasks vCLIMB
73.9AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 73.9 | — | |
| PIVOT w/o promptsMem. Video Instances=40002022.12 | 57.51 | 21.98 | |
| PIVOTMem. Video Instances=40002022.12 | 55.04 | 26.41 | |
| CLIPMem. Video Instances=None2022.12 | 46.52 | 11.32 | |
| iCaRLMem. Video Instances=80002022.12 | 26.73 | 42.25 | |
| BiCMem. Video Instances=80002022.12 | 23.06 | 58.97 | |
| MASMem. Video Instances=None2022.12 | 4.25 | 5.54 | |
| EWCMem. Video Instances=None2022.12 | 2.95 | 32.7 |