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Action Recognition on MLB (Unseen Views)

42.7AccuracyNeural Projection Layer
24.29229.07133.8538.629Mar 30, 2021

Evaluation results

MethodLinks
Neural Projection Layer2021.0342.7
NPL + Multi-view projectionsRepresentation Type=Latent 3D Representation, multi-view projections=true2021.0342.7
MultiView 2D PoseRepresentation Type=3D Pose Based2021.0334.6
NPLRepresentation Type=Latent 3D Representation2021.0334.5
Estimated 3D PoseRepresentation Type=3D Pose Based2021.0333.6
ResNet-50 + KineticsBackbone=ResNet-50, Pre-training=Kinetics2021.0330.2
I3D2021.0330.1
IDT2021.0327.3
ResNet-50Backbone=ResNet-50, Pre-training=From scratch2021.0327.3
RandomRepresentation Type=Random baseline2021.0325