Video Recognition on Charades
63.2mAPMoViNet-A6
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MoViNet-A6GFLOPS=306, PARAM=31.4M2021.03 | 63.2 | — | — | |
| AssembleNet++ (RGB+Flow+Seg)GFLOPS=13002021.03 | 59.8 | — | — | |
| AssembleNet-101 (RGB+Flow)GFLOPS=1200, PARAM=53.3M2021.03 | 58.6 | — | — | |
| AssembleNet-50 (RGB+Flow)GFLOPS=700, PARAM=37.3M2021.03 | 53 | — | — | |
| MoViNet-A4GFLOPS=90.4, PARAM=4.9M2021.03 | 48.5 | — | — | |
| SlowFast 16x8 R101GFLOPS=7020, PARAM=59.9M2021.03 | 45.2 | — | — | |
| TVN-4GFLOPS=106, PARAM=44.2M2021.03 | 35.4 | — | — | |
| TVN-3GFLOPS=69.0, PARAM=69.4M2021.03 | 33.5 | — | — | |
| MoViNet-A2GFLOPS=6.59, PARAM=4.8M2021.03 | 32.5 | — | — | |
| TVN-2GFLOPS=17.0, PARAM=110M2021.03 | 32.5 | — | — | |
| TVN-1GFLOPS=13.0, PARAM=11.1M2021.03 | 32.2 | — | — | |
| D3DArchitecture=I3D, Supervision Source=Kinetics2020.11 | — | 33.03 | — | |
| D3DArchitecture=I3D, Supervision Source=RGB2020.11 | — | 35.48 | — | |
| MARSArchitecture=I3D, Supervision Source=Kinetics2020.11 | — | 28.74 | — | |
| MARSArchitecture=I3D, Supervision Source=RGB2020.11 | — | 34.4 | — | |
| MMLArchitecture=I3D, Supervision Source=Kinetics2020.11 | — | 33.84 | 17.34 | |
| MMLArchitecture=I3D, Supervision Source=RGB2020.11 | — | 35.96 | 29.12 | |
| Ordinary trainingArchitecture=I3D, Supervision Source=Kinetics2020.11 | — | 33.72 | 15.81 |