Video Class Incremental Learning on Kinetics 10 Tasks vCLIMB
73.9AccuracyUpper bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper bound2022.12 | 73.9 | — | |
| PIVOT w/o promptsMem. Video Instances=40002022.12 | 58.61 | 20.78 | |
| PIVOTMem. Video Instances=40002022.12 | 55.13 | 26.5 | |
| CLIPMem. Video Instances=None2022.12 | 46.5 | 9.8 | |
| iCaRLMem. Video Instances=80002022.12 | 32.04 | 38.74 | |
| BiCMem. Video Instances=80002022.12 | 27.9 | 51.96 | |
| MASMem. Video Instances=None2022.12 | 7.81 | 10.12 | |
| EWCMem. Video Instances=None2022.12 | 5.81 | 16.05 |