Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/MOTIP (Deformable DETR)

MOTIP (Deformable DETR)

Reported on 25 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 Vision25 results

VideoonSportsMOT
AssA· 2024-03-25
62
best: 74.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
VideoonSportsMOT
DetA· 2024-03-25
83.4
best: 89.4 (AED)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
VideoonSportsMOT
HOTA· 2024-03-25
71.9
best: 81 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
VideoonSportsMOT
IDF1· 2024-03-25
75
best: 86.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
VideoonSportsMOT
MOTA· 2024-03-25
92.9
best: 97.1 (AED)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multi-Object TrackingonDanceTrack
AssA· 2024-03-25
57.6
best: 72.3 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multi-Object TrackingonDanceTrack
DetA· 2024-03-25
79.4
best: 84.14 (MT_IOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multi-Object TrackingonDanceTrack
HOTA· 2024-03-25
67.5
best: 75.9 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multi-Object TrackingonDanceTrack
IDF1· 2024-03-25
72.2
best: 84.4 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multi-Object TrackingonDanceTrack
MOTA· 2024-03-25
90.3
best: 93.97 (MT_IOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonDanceTrack
AssA· 2024-03-25
57.6
best: 72.3 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonDanceTrack
DetA· 2024-03-25
79.4
best: 84.14 (MT_IOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonDanceTrack
HOTA· 2024-03-25
67.5
best: 75.9 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonDanceTrack
IDF1· 2024-03-25
72.2
best: 84.4 (SAM2MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonDanceTrack
MOTA· 2024-03-25
90.3
best: 93.97 (MT_IOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonSportsMOT
AssA· 2024-03-25
62
best: 74.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonSportsMOT
DetA· 2024-03-25
83.4
best: 89.4 (HAT-FastReID-MOT)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonSportsMOT
HOTA· 2024-03-25
71.9
best: 81 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonSportsMOT
IDF1· 2024-03-25
75
best: 86.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Object TrackingonSportsMOT
MOTA· 2024-03-25
92.9
best: 97.1 (AED)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multiple Object TrackingonSportsMOT
AssA· 2024-03-25
62
best: 74.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multiple Object TrackingonSportsMOT
DetA· 2024-03-25
83.4
best: 89.4 (AED)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multiple Object TrackingonSportsMOT
HOTA· 2024-03-25
71.9
best: 81 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multiple Object TrackingonSportsMOT
IDF1· 2024-03-25
75
best: 86.5 (DeepEIoU + GTA)
Multiple Object Tracking as ID Prediction arXiv:2403.16848
Multiple Object TrackingonSportsMOT
MOTA· 2024-03-25
92.9
best: 97.1 (AED)
Multiple Object Tracking as ID Prediction arXiv:2403.16848