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SOTA Visual Object Tracking benchmarks and papers with code | Wizwand
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Visual Object Tracking
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
TrackingNet (test)
MCITrack-L384
Normalized Precision (Pnorm)
92.1
502
2mo ago
LaSOT (test)
MCITrack-L384
AUC
76.6
470
1mo ago
GOT-10k (test)
SUTrack
Average Overlap
81.5
461
17d ago
GOT-10k
ProContEXT
AO
84.7
357
22d ago
UAV123
LORAT-L378
AUC
0.725
193
2mo ago
UAV123 (test)
LORAT-L378
AUC
72.5
188
4mo ago
TNL2K
OneTrackerV2-L384
AUC
69.5
169
1mo ago
OTB-100
ETCTrack
AUC
73.6
154
2mo ago
VOT 2020 (test)
SAM2.1++
EAO
0.729
147
4mo ago
LaSoText
EdgeDAM
AUC
64.1
140
2mo ago
NFS
SUTrack-B224
AUC
0.713
128
2mo ago
LaSOText (test)
SAMOSA
AUC
62.97
121
2mo ago
DepthTrack
OneTrackerV2-L384
Recall
0.684
106
2mo ago
TNL2k (test)
SPMTrack-G
AUC
64.7
92
2mo ago
VOT 2016
UpdateNet
EAO
48.1
92
1mo ago
VastTrack
Qwen3-VL-235B + IPLoc-ID
mIoU
62.1
78
23d ago
TrackingNet
MCITrack-384
Success Rate (AUC)
87.9
64
22d ago
OTB 2015
Siam R-CNN
AUC
70.1
63
4mo ago
VOT 2015
SPM
EAO
0.653
61
4mo ago
OTB 2013
GFS-DCF
AUC
72.2
60
4mo ago
NFS (Need for Speed) 30 FPS (test)
TOMP
AUC
66.9
54
4mo ago
VOT 2018 (test)
TREG
EAO
0.496
54
4mo ago
OTB100 (test)
BACF
Success Rate (IoU>0.50)
77.6
52
22d ago
GOT-10k 1.0 (test)
SAMURAI-L
AO
81.7
51
4mo ago
VOT 2019 (test)
SiamMask_E_Ref
Accuracy (A)
0.652
51
4mo ago
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