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ResearchFormerly WizWand

Video Recognition on FCVID (test)

84.4mAPUpper
77.84879.54981.2582.951Dec 29, 2020Apr 2, 2021Jul 6, 2021Oct 9, 2021Jan 12, 2022Apr 17, 2022Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
UpperInput frames=16, GFLOPs=117.3, #3D=5.0, #Frame=16.02020.1284.4
Ada3DInput frames=16, GFLOPs=66.6, #3D=2.1, #Frame=10.72020.1284.3
NSNetBackbone=ResNet-50, GFLOPS=26.0G2022.0783.9
TSQNetFLOPS=26.2G2022.0783.5
AdaFocusBackbone=ResNet-50, GFLOPS=26.6G2022.0783.4
AdaFocusFLOPS=26.6G2022.0783.4
TSQNetVQM-only=true, Resolution=224, FLOPS=26.2G2022.0783.3
TSQNetVQM-only=true, Resolution=188, FLOPS=24.4G2022.0782.9
VideoIQBackbone=ResNet-50, GFLOPS=27.0G2022.0782.7
VideoIQFLOPS=27.0G2022.0782.7
UpperInput frames=8, GFLOPs=58.6, #3D=5.0, #Frame=8.02020.1282.1
SMARTBackbone=ResNet-502022.0782.1
SMART2022.0782.1
Random FTInput frames=16, GFLOPs=65.3, #3D=2.1, #Frame=10.62020.1282
Ada3DInput frames=8, GFLOPs=35.6, #3D=2.2, #Frame=5.72020.1281.9
AdaFuseBackbone=ResNet-50, GFLOPS=45.0G2022.0781.6
AdaFuseFLOPS=45.0G2022.0781.6
AR-NetBackbone=ResNet-50, GFLOPS=35.1G2022.0781.3
AR-NetFLOPS=35.1G2022.0781.3
SCSamplerBackbone=ResNet-50, GFLOPS=42.0G2022.0781
SCSamplerFLOPS=42.0G2022.0781
Random FTInput frames=8, GFLOPs=36.1, #3D=2.2, #Frame=5.82020.1280.7
AdaFrameBackbone=ResNet-50, GFLOPS=75.1G2022.0780.2
AdaFrameFLOPS=75.1G2022.0780.2
LiteEvalBackbone=ResNet-50, GFLOPS=94.3G2022.0780
LiteEvalFLOPS=94.3G2022.0780
RandomInput frames=16, GFLOPs=63.2, #3D=2.1, #Frame=10.32020.1279.2
RandomInput frames=8, GFLOPs=36.1, #3D=2.2, #Frame=5.82020.1278.1