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Models/IMM-JHSE

IMM-JHSE

Reported on 33 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision33 results

Multi-Object TrackingonMOT20
AssA· 2024-09-04
61.56
best: 68.6 (BoostTrack+)
SOTA
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT17
AssA· 2024-09-04
65.65
best: 68.2 (TrackTrack)
SOTA
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT20
AssA· 2024-09-04
61.56
best: 68.6 (BoostTrack+)
SOTA
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT17
AssA· 2024-09-04
65.65
best: 68.2 (TrackTrack)
SOTA
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
VideoonKITTI Test (Online Methods)
HOTA· 2024-09-04
79.21
best: 81.8 (RobMOT (Dynamic))
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
VideoonKITTI Test (Online Methods)
IDSW· 2024-09-04
177
best: 381 (C-TWiX)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
VideoonKITTI Test (Online Methods)
MOTA· 2024-09-04
89.8
best: 8629 (CasTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT20
HOTA· 2024-09-04
60.87
best: 66.4 (BoostTrack++)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT20
IDF1· 2024-09-04
74.64
best: 82 (BoostTrack++)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT20
MOTA· 2024-09-04
72.82
best: 78.2 (SMILEtrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT17
HOTA· 2024-09-04
64.9
best: 67.1 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT17
IDF1· 2024-09-04
80.11
best: 83.1 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonMOT17
MOTA· 2024-09-04
79.54
best: 81.8 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonDanceTrack
AssA· 2024-09-04
55.41
best: 72.3 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonDanceTrack
HOTA· 2024-09-04
66.24
best: 75.9 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonDanceTrack
IDF1· 2024-09-04
71.72
best: 84.4 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multi-Object TrackingonDanceTrack
MOTA· 2024-09-04
89.95
best: 93.97 (MT_IOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT20
HOTA· 2024-09-04
60.87
best: 66.4 (BoostTrack++)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT20
IDF1· 2024-09-04
74.64
best: 82 (BoostTrack++)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT20
MOTA· 2024-09-04
72.82
best: 78.2 (SMILEtrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT17
HOTA· 2024-09-04
64.9
best: 67.1 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT17
IDF1· 2024-09-04
80.11
best: 83.1 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonMOT17
MOTA· 2024-09-04
79.54
best: 81.8 (TrackTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonDanceTrack
AssA· 2024-09-04
55.41
best: 72.3 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonDanceTrack
HOTA· 2024-09-04
66.24
best: 75.9 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonDanceTrack
IDF1· 2024-09-04
71.72
best: 84.4 (SAM2MOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonDanceTrack
MOTA· 2024-09-04
89.95
best: 93.97 (MT_IOT)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonKITTI Test (Online Methods)
HOTA· 2024-09-04
79.21
best: 81.8 (RobMOT (Dynamic))
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonKITTI Test (Online Methods)
IDSW· 2024-09-04
177
best: 381 (C-TWiX)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Object TrackingonKITTI Test (Online Methods)
MOTA· 2024-09-04
89.8
best: 8629 (CasTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multiple Object TrackingonKITTI Test (Online Methods)
HOTA· 2024-09-04
79.21
best: 81.8 (RobMOT (Dynamic))
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multiple Object TrackingonKITTI Test (Online Methods)
IDSW· 2024-09-04
177
best: 381 (C-TWiX)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562
Multiple Object TrackingonKITTI Test (Online Methods)
MOTA· 2024-09-04
89.8
best: 8629 (CasTrack)
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation arXiv:2409.02562