Cross-Domain Video Classification (UCF101 ↔ HMDB51) Test Set
60.2Accuracy (UCF->HMDB)STDN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STDNBackbone=ResNet502023.10 | 60.2 | 77.1 | |
| VideoDG2023.10 | 59.1 | 74.9 | |
| ADApixelArch=APN2023.10 | 56.9 | 72.2 | |
| M-ADAArch=APN2023.10 | 55.6 | 71.5 | |
| ADAsemArch=APN2023.10 | 55.2 | 71.9 | |
| JigsawArch=APN2023.10 | 55.2 | 72.4 | |
| ERMArch=APN2023.10 | 54.3 | 71.4 | |
| M-ADAArch=TRN2023.10 | 53.4 | 69.9 | |
| JigsawArch=TRN2023.10 | 53.3 | 70.1 | |
| ADAsemArch=TRN2023.10 | 52.8 | 69.6 | |
| ADApixelArch=TSM2023.10 | 52.7 | 68.3 | |
| M-ADAArch=TSM2023.10 | 52.5 | 69.1 | |
| JigsawArch=TSM2023.10 | 52.5 | 68.9 | |
| M-ADAArch=TSN2023.10 | 52.4 | 69.2 | |
| ERMArch=TRN2023.10 | 52.4 | 69.8 | |
| ERMArch=TSM2023.10 | 52.2 | 69.2 | |
| ADApixelArch=TRN2023.10 | 52.1 | 70.6 | |
| JigsawArch=TSN2023.10 | 51.5 | 68.5 | |
| ERMArch=TSN2023.10 | 51.4 | 68.6 | |
| ADAsemArch=TSM2023.10 | 51.3 | 68.6 | |
| ADAsemArch=TSN2023.10 | 51.1 | 68.2 | |
| ADApixelArch=TSN2023.10 | 49.6 | 67.4 |