DeepSORT

Reported on 5 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision5 results

Object TrackingonQuadTrack
HOTA· 2017-03-21
21.16
best: 23.45 (OmniTrack)
SOTA
Simple Online and Realtime Tracking with a Deep Association Metric arXiv:1703.07402
Video Instance SegmentationonYouTube-VIS validation
AP50· 2017-03-21
31.3
best: 89.3 (CAVIS(ViT-L, Online))
SOTA
Simple Online and Realtime Tracking with a Deep Association Metric arXiv:1703.07402
Video Instance SegmentationonYouTube-VIS validation
mask AP· 2017-03-21
27.8
best: 68.9 (CAVIS(ViT-L, Online))
SOTA
Simple Online and Realtime Tracking with a Deep Association Metric arXiv:1703.07402
Multi-Object TrackingonJRDB
HOTA
22.15
best: 26.92 (OmniTrack)
Object TrackingonJRDB
HOTA
22.15
best: 26.92 (OmniTrack)