Classification on HARDVS
52.63Top-1 AccuracyTSM
Evaluation results
| Method | Links | |
|---|---|---|
| TSMPre-train=true, Publish=ICCV-2019, Backbone=ResNet-50, FLOPS=0.3G, Param=24.3M2023.06 | 52.63 | |
| Video-SwinTransPre-train=true, Publish=CVPR-2022, Backbone=Swin-T.F., FLOPS=8.7G, Param=27.8M2023.06 | 51.91 | |
| ESTFPre-train=true, Backbone=ResNet18, FLOPS=8.8G, Param=27.8M2023.06 | 51.22 | |
| TimeSformerPre-train=true, Publish=ICML-2021, Backbone=VIT, FLOPS=53.6G, Param=121.2M2023.06 | 50.77 | |
| C3DPre-train=true, Publish=ICCV-2015, Backbone=CNN, FLOPS=0.1G, Param=147.2M2023.06 | 50.52 | |
| TAMPre-train=true, Publish=ICCV-2021, Backbone=ResNet-50, FLOPS=16.6G, Param=25.6M2023.06 | 50.41 | |
| OursPre-train=false, FLOPS=23.3G, Param=7.1M2023.06 | 49.5 | |
| ResNet18Pre-train=true, Publish=CVPR-2016, Backbone=ResNet18, FLOPS=8.6G, Param=11.7M2023.06 | 49.2 | |
| R2Plus1DPre-train=false, Publish=CVPR-2018, Backbone=ResNet-18, FLOPS=20.3G, Param=63.5M2023.06 | 49.06 | |
| ACTION-NetPre-train=true, Publish=CVPR-2021, Backbone=ResNet-50, FLOPS=17.3G, Param=27.9M2023.06 | 46.85 | |
| SlowFastPre-train=false, Publish=ICCV-2019, Backbone=ResNet-50, FLOPS=0.3G, Param=33.6M2023.06 | 46.54 | |
| X3DPre-train=false, Publish=CVPR-2020, Backbone=ResNet, FLOPS=0.9G, Param=2.1M2023.06 | 45.82 | |
| EV-Gait-3DGraphPre-train=false, Publish=T-PAMI-20212023.06 | 23.2 |