Zero-shot Action Recognition on PKU-MMD Setting I (46/5)
87.8AccuracyPGFA
Evaluation Results
| Method | Links | |
|---|---|---|
| PGFASplit (Seen/Unseen)=46/5, Text Input=complete description, Prototype-guided text feature alignment=true2025.07 | 87.8 | |
| PGFA†Split (Seen/Unseen)=46/5, Text Input=complete description, Prototype-guided text feature alignment=false2025.07 | 78.34 | |
| PGFA*Split (Seen/Unseen)=46/5, Text Input=class name, Prototype-guided text feature alignment=false2025.07 | 74.76 | |
| SMIE†Split (Seen/Unseen)=46/52025.07 | 69.26 | |
| SMIESplit (Seen/Unseen)=46/5, Text Input=complete description2025.07 | 67.15 | |
| ReViSESplit (Seen/Unseen)=46/52025.07 | 65.65 | |
| RelationNetSplit (Seen/Unseen)=46/52025.07 | 51.97 | |
| DeViSESplit (Seen/Unseen)=46/52025.07 | 47.94 |