Zero-Shot Video Classification on UCF (top-1)
60.9Top-1 AccAURL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AURLTest splits=3, Train dataset=Kinetics2022.03 | 60.9 | — | |
| AURL*Test splits=10, Train dataset=Kinetics, tau=0.052022.03 | 58 | — | |
| MUFITest splits=3, Train dataset=Kinetics+2022.03 | 56.3 | — | |
| ERTest splits=50, Train dataset=UCF2022.03 | 51.8 | — | |
| DASZLTest splits=102022.03 | 48.9 | — | |
| SoTA*Test splits=10, Train dataset=Kinetics2022.03 | 48 | — | |
| OPCLTest splits=102022.03 | 47.3 | — | |
| AURL*Test splits=1, Train dataset=Kinetics, tau=0.052022.03 | 46.8 | — | |
| PSGNNTest splits=50, Train dataset=UCF2022.03 | 43 | — | |
| SAOETest splits=102022.03 | 40.4 | — | |
| SoTA*Test splits=1, Train dataset=Kinetics2022.03 | 37.6 | — | |
| OPCLTest splits=32022.03 | 36.3 | — | |
| SAOETest splits=32022.03 | 32.8 | — | |
| Obj2actTest splits=32022.03 | 30.3 | — | |
| TARNTest splits=30, Train dataset=UCF2022.03 | 23.2 | — | |
| Act2VecTrain dataset=UCF2022.03 | 22.1 | — |