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ResearchFormerly WizWand

Action Classification on UCF101 1.0 (fine-tuned)

97.3AccuracyRSPNet (Ours)
75.35681.05386.7592.447Jun 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RSPNet (Ours)NxW/H=16x112, Backbone=R21D-18, Pre-training=30k subset of K4002023.0697.3
GDTNxW/H=32x112, Backbone=R21D, Pre-training=Different pre-training data2023.0695.2
CVRLNxW/H=32x224, Backbone=R21D-18, Pre-training=K4002023.0692.9
VIMPACNxW/H=10x256, Backbone=ViT-L, Pre-training=Different pre-training data2023.0692.7
VideoMAENxW/H=16x224, Backbone=ViT-B, Pre-training=K4002023.0691.3
TCLRNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0688.2
TransRankNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0687.8
XDCNxW/H=32x224, Backbone=R21D, Pre-training=K4002023.0684.2
AVTSNxW/H=25x224, Backbone=I3D, Pre-training=K4002023.0683.7
TaCoNxW/H=16x224, Backbone=R21D-18, Pre-training=K4002023.0681.8
RSPNetNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0681.1
TempTransNxW/H=16x112, Backbone=R3D-18, Pre-training=K4002023.0679.3
VideoMoCoNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0678.7
STSNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0677.8
PacePredNxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0677.1
VideoMAE *NxW/H=16x112, Backbone=R21D-18, Pre-training=K4002023.0676.2