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Models/Deep HM-SORT

Deep HM-SORT

Reported on 20 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision25 results

VideoonSportsMOT
AssA· uses extra data· 2024-06-17
72.7
best: 74.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
VideoonSportsMOT
HOTA· uses extra data· 2024-06-17
80.1
best: 81 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
VideoonSportsMOT
IDF1· uses extra data· 2024-06-17
85.2
best: 86.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multi-Object TrackingonSportsMOT
AssA· uses extra data· 2024-06-17
72.7
best: 74.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multi-Object TrackingonSportsMOT
HOTA· uses extra data· 2024-06-17
80.1
best: 81 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multi-Object TrackingonSportsMOT
IDF1· uses extra data· 2024-06-17
85.2
best: 86.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
AssA· uses extra data· 2024-06-17
72.7
best: 74.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
HOTA· uses extra data· 2024-06-17
80.1
best: 81 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
IDF1· uses extra data· 2024-06-17
85.2
best: 86.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multiple Object TrackingonSportsMOT
AssA· uses extra data· 2024-06-17
72.7
best: 74.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multiple Object TrackingonSportsMOT
HOTA· uses extra data· 2024-06-17
80.1
best: 81 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multiple Object TrackingonSportsMOT
IDF1· uses extra data· 2024-06-17
85.2
best: 86.5 (DeepEIoU + GTA)
SOTA
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
VideoonSportsMOT
DetA· uses extra data· 2024-06-17
88.3
best: 89.4 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
VideoonSportsMOT
MOTA· uses extra data· 2024-06-17
96.6
best: 97.1 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multi-Object TrackingonSportsMOT
DetA· uses extra data· 2024-06-17
88.3
best: 89.4 (HAT-FastReID-MOT)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multi-Object TrackingonSportsMOT
MOTA· uses extra data· 2024-06-17
96.6
best: 97.1 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
DetA· uses extra data· 2024-06-17
88.3
best: 89.4 (HAT-FastReID-MOT)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
MOTA· uses extra data· 2024-06-17
96.6
best: 97.1 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
AssA· uses extra data· 2024-06-17
72.7
best: 74.5 (DeepEIoU + GTA)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
DetA· uses extra data· 2024-06-17
88.3
best: 89.4 (HAT-FastReID-MOT)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
HOTA· uses extra data· 2024-06-17
80.1
best: 81 (DeepEIoU + GTA)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
IDF1· uses extra data· 2024-06-17
85.2
best: 86.5 (DeepEIoU + GTA)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Object TrackingonSportsMOT
MOTA· uses extra data· 2024-06-17
96.6
best: 97.1 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multiple Object TrackingonSportsMOT
DetA· uses extra data· 2024-06-17
88.3
best: 89.4 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081
Multiple Object TrackingonSportsMOT
MOTA· uses extra data· 2024-06-17
96.6
best: 97.1 (AED)
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU arXiv:2406.12081