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ResearchFormerly WizWand

Behavior Classification on CalMS21 (test)

88MAPMARS
13.6432.94552.2571.555Dec 9, 2021May 30, 2022Nov 18, 2022May 9, 2023Oct 28, 2023Apr 17, 2024Oct 7, 2024
Updated 7mo ago

Evaluation results

MethodLinks
MARSSupervision=Fully supervised, Requires Bounding Box=true, Input=Pose, Confidence, Covariance2021.1288
MARSSupervision?=Yes (✓)2024.1088
MARSSupervision=Fully supervised, Requires Bounding Box=true, Input=Pose, Confidence2021.1287.4
B-KinDSupervision=Self-supervised, Requires Bounding Box=false, Input=Pose, Confidence2021.1285.7
MARSSupervision=Fully supervised, Requires Bounding Box=true, Input=Pose2021.1285.6
B-KinDSupervision=Self-supervised, Requires Bounding Box=false, Input=Pose, Confidence, Covariance2021.1285.2
B-KindSupervision?=Yes (✓)2024.1085.2
Image Recon. bboxSupervision=Self-supervised, Requires Bounding Box=true, Input=Pose2021.1281.9
Image Recon. bboxSupervision=Self-supervised, Requires Bounding Box=true, Input=Pose, Confidence, Covariance2021.1281.4
B-KinDSupervision=Self-supervised, Requires Bounding Box=false, Input=Pose2021.1281.4
Image Recon. bboxSupervision=Self-supervised, Requires Bounding Box=true, Input=Pose, Confidence2021.1281.2
Image Recon. bboxSupervision=Self-supervised, Requires Bounding Box=true, Input=Pose, Covariance2021.1281.2
STASupervision?=No (✗)2024.1079.3
Trajectory-LSTMSupervision?=Yes (✓)2024.1071.2
Jakab et al.Supervision=Self-supervised, Requires Bounding Box=false, Input=Pose2021.1218.6
Image Recon.Supervision=Self-supervised, Requires Bounding Box=false, Input=Pose, Covariance2021.1218.4
Jakab et al.Supervision=Self-supervised, Requires Bounding Box=false, Input=Pose, Confidence2021.1218.2
Image Recon.Supervision=Self-supervised, Requires Bounding Box=false, Input=Pose, Confidence, Covariance2021.1216.5