Skeleton-based Action Recognition on NTU RGB+D 60 (Cross-View)
99.6AccuracySkeleT
Evaluation results
| Method | Links | |
|---|---|---|
| SkeleTGFLOPs=9.6, Params(M)=5.22026.01 | 99.6 | |
| Ours (BHaRNet-E)variant=probabilistic, GFLOPs=10.9, Params(M)=11.02026.01 | 99.2 | |
| Ours (BHaRNet-P)variant=probabilistic, GFLOPs=6.8, Params(M)=9.72026.01 | 99.2 | |
| Ours (BHaRNet-B)variant=probabilistic, GFLOPs=6.6, Params(M)=5.52026.01 | 99.1 | |
| BHaRNet-E†GFLOPs=5.4, Params(M)=5.52026.01 | 98.8 | |
| BHaRNet-P†GFLOPs=3.4, Params(M)=4.92026.01 | 98.8 | |
| 3MformerGFLOPs=58.5, Params(M)=6.72026.01 | 98.7 | |
| BHaRNet-B†GFLOPs=3.3, Params(M)=2.82026.01 | 98.7 | |
| ProtoGCNGFLOPs=43.4, Params(M)=24.92026.01 | 97.8 | |
| DeGCNGFLOPs=6.9, Params(M)=5.62026.01 | 97.4 | |
| InfoGCNGFLOPs=10.0*, Params(M)=9.42026.01 | 97.1 | |
| PoseConv3DGFLOPs=31.8, Params(M)=4.02026.01 | 97.1 | |
| BlockGCNGFLOPs=6.5, Params(M)=5.22026.01 | 97 | |
| CTR-GCNGFLOPs=7.9, Params(M)=5.82026.01 | 96.8 |