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ResearchFormerly WizWand

Spatio-temporal Action Localization on AVA v2.1 (val)

28.4mAPJMRN + SlowFast-R101-NL
10.61615.23319.8524.467Jul 26, 2018Dec 8, 2018Apr 23, 2019Sep 5, 2019Jan 19, 2020Jun 2, 2020Oct 16, 2020
Updated 8mo ago

Evaluation results

MethodLinks
JMRN + SlowFast-R101-NLPretraining=None, Modality=Pose + RGB2020.1028.4
SlowFast-R101-NLPretraining=Kinetics-600, Modality=RGB2020.1028.06
I3D + FRCNNModality=RGB, Pre-training=JFT2018.0722.8
I3D + FRCNNModality=RGB, Pre-training=Kinetics-4002018.0721.9
I3DPretraining=Kinetics-600, Modality=RGB2020.1021.9
ACRNPretraining=Kinetics-400, Modality=RGB + Flow2020.1017.4
RGB + FlowModality=RGB + Flow, Pre-training=Kinetics-400, Feature Extractor=I3D2018.0715.6
I3DPretraining=Kinetics-400, Modality=RGB + Flow2020.1015.6
RGB onlyModality=RGB, Pre-training=ImageNet + Kinetics-400, Feature Extractor=I3D2018.0714.5
I3DPretraining=Kinetics-400, Modality=RGB2020.1014.5
JMRNPretraining=None, Modality=Pose2020.1014.1
PoTionPretraining=None, Modality=Pose2020.1013.1
ResNet-based modelBackbone=ResNet-101, Modality=Single-frame2018.0711.3