LightTrack

Reported on 6 benchmarks across 3 tasks · 2 papers · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Pose TrackingonPoseTrack2017
MOTA· 2019-05-07
58.01
best: 64.09 (DetTrack)
SOTA
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking arXiv:1905.02822
VideoonNT-VOT211
AUC· 2021-04-29
32.85
best: 40.1 (ProContEXT)
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search arXiv:2104.14545
VideoonNT-VOT211
Precision· 2021-04-29
43.65
best: 55.8 (ODTrack)
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search arXiv:2104.14545
Object TrackingonNT-VOT211
AUC· 2021-04-29
32.85
best: 40.1 (ProContEXT)
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search arXiv:2104.14545
Object TrackingonNT-VOT211
Precision· 2021-04-29
43.65
best: 55.8 (ODTrack)
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search arXiv:2104.14545
Pose TrackingonPoseTrack2017
mAP· 2019-05-07
66.65
best: 74.95 (HRNet-W48 COCO)
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking arXiv:1905.02822