Action Recognition on N-UCLA Cross-View
97.8Accuracy3Mformer
Evaluation Results
| Method | Links | |
|---|---|---|
| 3MformerGFLOPs=58.5, Params(M)=6.72026.01 | 97.8 | |
| 3MformerGFLOPs=58.5, Params(M)=6.72026.01 | 97.8 | |
| SkeleTGFLOPs=9.6, Params(M)=5.22026.01 | 97.6 | |
| SkeleTGFLOPs=9.6, Params(M)=5.22026.01 | 97.6 | |
| DeGCNGFLOPs=6.9, Params(M)=5.62026.01 | 97.2 | |
| DeGCNGFLOPs=6.9, Params(M)=5.62026.01 | 97.2 | |
| InfoGCNGFLOPs=10.0*, Params(M)=9.42026.01 | 97 | |
| InfoGCNGFLOPs=10.0*, Params(M)=9.42026.01 | 97 | |
| BlockGCNGFLOPs=6.5, Params(M)=5.22026.01 | 96.9 | |
| BlockGCNGFLOPs=6.5, Params(M)=5.22026.01 | 96.9 | |
| DVANetModality=RGB2023.12 | 96.5 | |
| CTR-GCNGFLOPs=7.9, Params(M)=5.82026.01 | 96.5 | |
| CTR-GCNGFLOPs=7.9, Params(M)=5.82026.01 | 96.5 | |
| Ours (BHaRNet-E)variant=probabilistic, GFLOPs=10.9, Params(M)=11.02026.01 | 96.3 | |
| Ours (BHaRNet-E)GFLOPs=10.9, Params(M)=112026.01 | 96.3 | |
| Ours (BHaRNet-B)variant=probabilistic, GFLOPs=6.6, Params(M)=5.52026.01 | 95.9 | |
| Ours (BHaRNet-P)variant=probabilistic, GFLOPs=6.8, Params(M)=9.72026.01 | 95.9 | |
| Ours (BHaRNet-B)GFLOPs=6.6, Params(M)=5.52026.01 | 95.9 | |
| Ours (BHaRNet-P)GFLOPs=6.8, Params(M)=9.72026.01 | 95.9 | |
| BHaRNet-B‡GFLOPs=9.6, Params(M)=5.22026.01 | 95.7 | |
| BHaRNet-E‡GFLOPs=3.3, Params(M)=2.82026.01 | 95.5 | |
| BHaRNet-P†GFLOPs=3.4, Params(M)=4.92026.01 | 95.3 | |
| BHaRNet-P†GFLOPs=3.4, Params(M)=4.92026.01 | 95.3 | |
| BHaRNet-P‡GFLOPs=3.4, Params(M)=4.92026.01 | 95 | |
| BHaRNet-B†GFLOPs=3.3, Params(M)=2.82026.01 | 94.6 | |
| BHaRNet-E†GFLOPs=5.4, Params(M)=5.52026.01 | 94.6 | |
| BHaRNet-B†GFLOPs=3.3, Params(M)=2.82026.01 | 94.6 | |
| BHaRNet-E†GFLOPs=5.4, Params(M)=5.52026.01 | 94.6 | |
| Shah et al.Modality=RGB2023.12 | 91.7 | |
| Baradel et al.Modality=RGB2023.12 | 87.6 | |
| Wang et al.Modality=RGB2023.12 | 86.5 | |
| Vyas, Rawat, and ShahModality=RGB2023.12 | 83.1 |