Video Classification on Moments in Time v1 (val)
40.2Top-1 AccMoViNet-A6
Evaluation results
| Method | Links | |
|---|---|---|
| MoViNet-A6GFLOPS=274, Parameters=31.4M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 40.2 | |
| MoViNet-A5GFLOPS=175, Parameters=15.7M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 39.1 | |
| ViViT-L/16x2GFLOPS=3410, Parameters=100M2021.03 | 38 | |
| MoViNet-A4GFLOPS=98.4, Parameters=4.9M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 37.9 | |
| MoViNet-A3GFLOPS=35.6, Parameters=5.3M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 35.6 | |
| MoViNet-A2GFLOPS=15.5, Parameters=4.8M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 34.3 | |
| AssembleNet-101 (RGB+Flow)GFLOPS=760, Parameters=53.3M2021.03 | 34.3 | |
| MoViNet-A2-StreamGFLOPS=15.6, Parameters=4.8M, Evaluation frames=75, Evaluation fps=25, Stream=true2021.03 | 33.6 | |
| SRTG-R3D-101GFLOPS=3502021.03 | 33.6 | |
| MoViNet-A1GFLOPS=9.03, Parameters=4.6M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 32 | |
| AssembleNet-50 (RGB+Flow)GFLOPS=480, Parameters=37.3M2021.03 | 31.4 | |
| SRTG-R3D-50GFLOPS=3002021.03 | 30.7 | |
| SRTG-R3D-34GFLOPS=2202021.03 | 28.5 | |
| TVN-4GFLOPS=106, Parameters=44.2M2021.03 | 27.8 | |
| MoViNet-A0GFLOPS=4.07, Parameters=3.1M, Evaluation frames=75, Evaluation fps=25, Stream=false2021.03 | 27.5 | |
| ResNet3D-502021.03 | 27.2 | |
| TVN-3GFLOPS=69.0, Parameters=69.4M2021.03 | 25.4 | |
| TVN-2GFLOPS=17.0, Parameters=110M2021.03 | 24.2 | |
| TVN-1GFLOPS=13.0, Parameters=11.1M2021.03 | 23.1 |