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ResearchFormerly WizWand

Individual Action Recognition on Volleyball dataset

85.3AccuracyDual-AI
77.579.52581.5583.575Nov 28, 2016Oct 19, 2017Sep 10, 2018Aug 2, 2019Jun 22, 2020May 14, 2021Apr 5, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Dual-AIBackbone=Inception-v3, Data Ratio=100%, Optical Flow=True2022.0485.3
Dual-AIBackbone=Inception-v3, Data Ratio=100%, Optical Flow=False2022.0484.4
GFormerBackbone=I3D, Data Ratio=100%, Optical Flow=True2022.0484
Dual-AIBackbone=Inception-v3, Data Ratio=50%, Optical Flow=True2022.0484
GFormerBackbone=Inception-v3, Data Ratio=100%, Optical Flow=False2022.0483.7
AformerBackbone=I3D, Data Ratio=100%, Optical Flow=True2022.0483.7
JLSGBackbone=I3D, Data Ratio=100%, Optical Flow=True2022.0483.3
ARGBackbone=Inception-v3, Data Ratio=100%, Optical Flow=False2022.0483
Dual-AIBackbone=Inception-v3, Data Ratio=50%, Optical Flow=False2022.0483
Dual-AIBackbone=Inception-v3, Data Ratio=25%, Optical Flow=True2022.0483
OURS-temporalDetection Source=GT, Matching Strategy=bbox matching2016.1182.4
Dual-AIBackbone=Inception-v3, Data Ratio=25%, Optical Flow=False2022.0482.1
ERNBackbone=R50-FPN+I3D, Data Ratio=100%, Optical Flow=True2022.0481.9
SSUBackbone=Inception-v3, Data Ratio=100%, Optical Flow=False2022.0481.8
OURS-singleDetection Source=GT2016.1181.1
Inception-personDetection Source=GT2016.1178.1
OURS-temporalDetection Source=MRF, Matching Strategy=embed matching2016.1177.9
OURS-singleDetection Source=MRF2016.1177.8