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Benchmarks
Video Classification on Moments in Time v1 (val)
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40.2
Top-1 Acc
MoViNet-A6
22.416
27.033
31.65
36.267
Mar 21, 2021
Top-1 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
MoViNet-A6
GFLOPS=274, Parameters...
2021.03
40.2
MoViNet-A5
GFLOPS=175, Parameters...
2021.03
39.1
ViViT-L/16x2
GFLOPS=3410, Parameter...
2021.03
38
MoViNet-A4
GFLOPS=98.4, Parameter...
2021.03
37.9
MoViNet-A3
GFLOPS=35.6, Parameter...
2021.03
35.6
MoViNet-A2
GFLOPS=15.5, Parameter...
2021.03
34.3
AssembleNet-101 (RGB+Flow)
GFLOPS=760, Parameters...
2021.03
34.3
MoViNet-A2-Stream
GFLOPS=15.6, Parameter...
2021.03
33.6
SRTG-R3D-101
GFLOPS=350
2021.03
33.6
MoViNet-A1
GFLOPS=9.03, Parameter...
2021.03
32
AssembleNet-50 (RGB+Flow)
GFLOPS=480, Parameters...
2021.03
31.4
SRTG-R3D-50
GFLOPS=300
2021.03
30.7
SRTG-R3D-34
GFLOPS=220
2021.03
28.5
TVN-4
GFLOPS=106, Parameters...
2021.03
27.8
MoViNet-A0
GFLOPS=4.07, Parameter...
2021.03
27.5
ResNet3D-50
2021.03
27.2
TVN-3
GFLOPS=69.0, Parameter...
2021.03
25.4
TVN-2
GFLOPS=17.0, Parameter...
2021.03
24.2
TVN-1
GFLOPS=13.0, Parameter...
2021.03
23.1
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