Action Recognition on THU-EACT-50-CHL (test)
0.667Top-1 AccuracySMV-EAR
Evaluation results
| Method | Links | |
|---|---|---|
| SMV-EARInput Type=Multi-View, FLOPs=3.6G, Params=23.5M, Augmentation=true2026.01 | 0.667 | |
| SMV-EAR*Input Type=Multi-View, FLOPs=3.6G, Params=23.5M, Augmentation=false2026.01 | 0.629 | |
| MVFNetInput Type=Multi-View, FLOPs=32.8G, Params=23.6M2026.01 | 0.596 | |
| EventMambaInput Type=Spike, FLOPs=3.7G, Params=0.91M2026.01 | 0.594 | |
| EventMGInput Type=Graph, FLOPs=0.69G, Params=0.77M2026.01 | 0.588 | |
| EV-ACTInput Type=Frame, FLOPs=0.95G, Params=21.3M2026.01 | 0.585 | |
| MVF-NetInput Type=Multi-View, FLOPs=5.6G, Params=33.6M2026.01 | 0.565 | |
| CoSTInput Type=Multi-View, FLOPs=19.2G, Params=25.4M2026.01 | 0.517 | |
| Motion SNNInput Type=Spike2026.01 | 0.473 | |
| HMAX SNNInput Type=Spike2026.01 | 0.327 |