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ResearchFormerly WizWand

Action Recognition on Kinetics-400 Nov. 2018 (val)

77.2AccuracyEvaNet
71.89673.27374.6576.027Nov 26, 2018
Updated 8mo ago

Evaluation results

MethodLinks
EvaNetAggregation=Ensemble2018.1177.2
Top 1Aggregation=Individual2018.1176.4
Two-stream S3D-GMode=Two-stream2018.1176.2
Top 3Aggregation=Individual2018.1175.7
Top 2Aggregation=Individual2018.1175.5
Arch. EnsembleAggregation=Ensemble, Components=I3D, ResNet-50, ResNet-1012018.1175.4
Diverse EnsembleAggregation=Ensemble, Components=3D Conv, (2+1)D Conv, iTGM Conv2018.1175.3
iTGM-EnsembleAggregation=Ensemble2018.1174.7
3D-EnsembleAggregation=Ensemble2018.1174.6
iTGM Conv2018.1174.4
(2+1)D Conv2018.1174.3
ResNet-50 + Non-localBackbone=ResNet-50, Components=Non-local2018.1173.5
ResNet-101 (2+1)DBackbone=ResNet-1012018.1172.8
3D Conv2018.1172.6
Two-stream I3DMode=Two-stream2018.1172.6
Random EnsembleAggregation=Ensemble2018.1172.6
ResNet-50 (2+1)DBackbone=ResNet-502018.1172.1