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Models/FairMOT

FairMOT

Reported on 48 benchmarks across 4 tasks · 2 papers · 18 SOTA

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

Computer Vision53 results

Multi-Object TrackingonHiEve
MOTA· 2020-04-04
35
best: 48.6 (CSTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonMOT20
IDF1· uses extra data· 2020-04-04
67.3
best: 82 (BoostTrack++)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonMOT20
MOTA· uses extra data· 2020-04-04
61.8
best: 78.2 (SMILEtrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonMOT17
IDF1· uses extra data· 2020-04-04
72.3
best: 83.1 (TrackTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonMOT17
MOTA· uses extra data· 2020-04-04
73.7
best: 81.8 (TrackTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonMOT16
MOTA· uses extra data· 2020-04-04
74.9
best: 77.7 (PPTracking)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object Trackingon2DMOT15
MOTA· uses extra data· 2020-04-04
60.6
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonDanceTrack
AssA· 2020-04-04
23.8
best: 72.3 (SAM2MOT)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonDanceTrack
IDF1· 2020-04-04
40.8
best: 84.4 (SAM2MOT)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonHiEve
MOTA· 2020-04-04
35
best: 48.6 (CSTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonMOT20
IDF1· uses extra data· 2020-04-04
67.3
best: 82 (BoostTrack++)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonMOT20
MOTA· uses extra data· 2020-04-04
61.8
best: 78.2 (SMILEtrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonMOT17
IDF1· uses extra data· 2020-04-04
72.3
best: 83.1 (TrackTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonMOT17
MOTA· uses extra data· 2020-04-04
73.7
best: 81.8 (TrackTrack)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonMOT16
MOTA· uses extra data· 2020-04-04
74.9
best: 77.7 (PPTracking)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object Trackingon2DMOT15
MOTA· uses extra data· 2020-04-04
60.6
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonDanceTrack
AssA· 2020-04-04
23.8
best: 72.3 (SAM2MOT)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonDanceTrack
IDF1· 2020-04-04
40.8
best: 84.4 (SAM2MOT)
SOTA
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonPersonPath22
IDF1· 2022-11-03
61.05
best: 66.8 (ByteTrack)
Large Scale Real-World Multi-Person Tracking arXiv:2211.02175
Multi-Object TrackingonPersonPath22
MOTA· 2022-11-03
61.79
best: 75.4 (ByteTrack)
Large Scale Real-World Multi-Person Tracking arXiv:2211.02175
Object TrackingonPersonPath22
IDF1· 2022-11-03
61.05
best: 66.8 (ByteTrack)
Large Scale Real-World Multi-Person Tracking arXiv:2211.02175
Object TrackingonPersonPath22
MOTA· 2022-11-03
61.79
best: 75.4 (ByteTrack)
Large Scale Real-World Multi-Person Tracking arXiv:2211.02175
VideoonSportsMOT
AssA· 2020-04-04
34.7
best: 74.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
VideoonSportsMOT
DetA· 2020-04-04
70.2
best: 89.4 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
VideoonSportsMOT
HOTA· 2020-04-04
49.3
best: 81 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
VideoonSportsMOT
IDF1· 2020-04-04
53.5
best: 86.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
VideoonSportsMOT
MOTA· 2020-04-04
86.4
best: 97.1 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonDanceTrack
DetA· 2020-04-04
66.7
best: 84.14 (MT_IOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonDanceTrack
HOTA· 2020-04-04
39.7
best: 75.9 (SAM2MOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonDanceTrack
MOTA· 2020-04-04
82.2
best: 93.97 (MT_IOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonSportsMOT
AssA· 2020-04-04
34.7
best: 74.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonSportsMOT
DetA· 2020-04-04
70.2
best: 89.4 (HAT-FastReID-MOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonSportsMOT
HOTA· 2020-04-04
49.3
best: 81 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonSportsMOT
IDF1· 2020-04-04
53.5
best: 86.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multi-Object TrackingonSportsMOT
MOTA· 2020-04-04
86.4
best: 97.1 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonDanceTrack
DetA· 2020-04-04
66.7
best: 84.14 (MT_IOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonDanceTrack
HOTA· 2020-04-04
39.7
best: 75.9 (SAM2MOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonDanceTrack
MOTA· 2020-04-04
82.2
best: 93.97 (MT_IOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
AssA· 2020-04-04
34.7
best: 74.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
DetA· 2020-04-04
70.2
best: 89.4 (HAT-FastReID-MOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
HOTA· 2020-04-04
49.3
best: 81 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
IDF1· 2020-04-04
53.5
best: 86.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
MOTA· 2020-04-04
86.4
best: 97.1 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
AssA· 2020-04-04
34.7
best: 74.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
DetA· 2020-04-04
70.2
best: 89.4 (HAT-FastReID-MOT)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
HOTA· 2020-04-04
49.3
best: 81 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
IDF1· 2020-04-04
53.5
best: 86.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Object TrackingonSportsMOT
MOTA· 2020-04-04
86.4
best: 97.1 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multiple Object TrackingonSportsMOT
AssA· 2020-04-04
34.7
best: 74.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multiple Object TrackingonSportsMOT
DetA· 2020-04-04
70.2
best: 89.4 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multiple Object TrackingonSportsMOT
HOTA· 2020-04-04
49.3
best: 81 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multiple Object TrackingonSportsMOT
IDF1· 2020-04-04
53.5
best: 86.5 (DeepEIoU + GTA)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888
Multiple Object TrackingonSportsMOT
MOTA· 2020-04-04
86.4
best: 97.1 (AED)
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking arXiv:2004.01888