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Models/MambaMOT

MambaMOT

Reported on 30 benchmarks across 4 tasks · 1 paper

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

Computer Vision35 results

VideoonSportsMOT
AssA· uses extra data· 2024-03-16
58.6
best: 74.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
VideoonSportsMOT
DetA· uses extra data· 2024-03-16
86.7
best: 89.4 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
VideoonSportsMOT
HOTA· uses extra data· 2024-03-16
71.3
best: 81 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
VideoonSportsMOT
IDF1· uses extra data· 2024-03-16
71.1
best: 86.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
VideoonSportsMOT
MOTA· uses extra data· 2024-03-16
94.9
best: 97.1 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonDanceTrack
AssA· uses extra data· 2024-03-16
39
best: 72.3 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonDanceTrack
DetA· uses extra data· 2024-03-16
80.8
best: 84.14 (MT_IOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonDanceTrack
HOTA· uses extra data· 2024-03-16
56.1
best: 75.9 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonDanceTrack
IDF1· uses extra data· 2024-03-16
54.9
best: 84.4 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonDanceTrack
MOTA· uses extra data· 2024-03-16
90.3
best: 93.97 (MT_IOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonSportsMOT
AssA· uses extra data· 2024-03-16
58.6
best: 74.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonSportsMOT
DetA· uses extra data· 2024-03-16
86.7
best: 89.4 (HAT-FastReID-MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonSportsMOT
HOTA· uses extra data· 2024-03-16
71.3
best: 81 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonSportsMOT
IDF1· uses extra data· 2024-03-16
71.1
best: 86.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multi-Object TrackingonSportsMOT
MOTA· uses extra data· 2024-03-16
94.9
best: 97.1 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonDanceTrack
AssA· uses extra data· 2024-03-16
39
best: 72.3 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonDanceTrack
DetA· uses extra data· 2024-03-16
80.8
best: 84.14 (MT_IOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonDanceTrack
HOTA· uses extra data· 2024-03-16
56.1
best: 75.9 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonDanceTrack
IDF1· uses extra data· 2024-03-16
54.9
best: 84.4 (SAM2MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonDanceTrack
MOTA· uses extra data· 2024-03-16
90.3
best: 93.97 (MT_IOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
AssA· uses extra data· 2024-03-16
58.6
best: 74.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
DetA· uses extra data· 2024-03-16
86.7
best: 89.4 (HAT-FastReID-MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
HOTA· uses extra data· 2024-03-16
71.3
best: 81 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
IDF1· uses extra data· 2024-03-16
71.1
best: 86.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
MOTA· uses extra data· 2024-03-16
94.9
best: 97.1 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
AssA· uses extra data· 2024-03-16
58.6
best: 74.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
DetA· uses extra data· 2024-03-16
86.7
best: 89.4 (HAT-FastReID-MOT)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
HOTA· uses extra data· 2024-03-16
71.3
best: 81 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
IDF1· uses extra data· 2024-03-16
71.1
best: 86.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Object TrackingonSportsMOT
MOTA· uses extra data· 2024-03-16
94.9
best: 97.1 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multiple Object TrackingonSportsMOT
AssA· uses extra data· 2024-03-16
58.6
best: 74.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multiple Object TrackingonSportsMOT
DetA· uses extra data· 2024-03-16
86.7
best: 89.4 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multiple Object TrackingonSportsMOT
HOTA· uses extra data· 2024-03-16
71.3
best: 81 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multiple Object TrackingonSportsMOT
IDF1· uses extra data· 2024-03-16
71.1
best: 86.5 (DeepEIoU + GTA)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826
Multiple Object TrackingonSportsMOT
MOTA· uses extra data· 2024-03-16
94.9
best: 97.1 (AED)
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking arXiv:2403.10826