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ResearchFormerly WizWand

Visual Object Tracking on OTB100 (test)

77.6Success Rate (IoU>0.50)BACF
34.64845.79956.9568.101Mar 14, 2017Oct 1, 2018Apr 19, 2020Nov 6, 2021May 26, 2023Dec 12, 2024Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BACFAvg. FPS=35.32017.0377.6——
SRDCFAvg. FPS=3.82017.0372——
PIVOT-L-22Backbone=ViT, Resolution=378x3782024.0971.3—94.1
PiVOT-L-22Venue=TMM25, Backbone=ViT2026.0771.3—94.1
PIVOT-50Backbone=ConvNet2024.0971.2—92.3
PIVOT-L-27Backbone=ViT, Resolution=378x3782024.0971.2—94.6
PiVOT-50Venue=TMM25, Backbone=ConvNet2026.0771.2—92.3
PiVOT-L-27Venue=TMM25, Backbone=ViT2026.0771.2—94.6
UVLTrack-LVenue=AAAI24, Backbone=ViT2024.0971——
DATransTVenue=TMM23, Backbone=ConvNet2024.0970.8——
DATransTVenue=TMM23, Backbone=ConvNet2026.0770.8——
STRtrackBackbone=ConvNet2024.0970.7—91
STRtrackVenue=IJCV23, Backbone=ConvNet2026.0770.7—91
CSWinTTVenue=CVPR22, Backbone=ConvNet2024.0970.5—90.3
ARTrack-384Venue=CVPR23, Backbone=ViT2024.0970.5——
MixFormer-LVenue=CVPR22, Backbone=ViT2024.0970.4——
MixFormer-LVenue=CVPR22, Backbone=ViT2026.0770.4—92.2
SwinTrackVenue=NeurIPS22, Backbone=ConvNet2024.0970.2—90.2
ToMP-50Venue=CVPR22, Backbone=ConvNet2024.0970.1—90.8
ToMP-101Venue=CVPR22, Backbone=ConvNet2024.0970.1—90.6
ToMP-50Venue=CVPR22, Backbone=ConvNet2026.0770.1—90.8
ToMP-101Venue=CVPR22, Backbone=ConvNet2026.0770.1—90.6
UCIFVenue=TMM23, Backbone=ConvNet2024.0969.9—91.6
UCIFVenue=TMM23, Backbone=ConvNet2026.0769.9—91.6
HSETVenue=TMM23, Backbone=ConvNet2024.0969.8—91.7
HSETVenue=TMM23, Backbone=ConvNet2026.0769.8—91.7
AiATrackVenue=ECCV22, Backbone=ConvNet2024.0969.6—91.7
CiteTrackerVenue=ICCV23, Backbone=ViT2024.0969.6—92.2
AiATrackVenue=ECCV22, Backbone=ConvNet2026.0769.6—91.7
CiteTrackerVenue=ICCV23, Backbone=ViT2026.0769.6—92.2
F-BDMTrackVenue=ICCV23, Backbone=ViT2024.0969.5——
F-BDMTrackVenue=ICCV23, Backbone=ViT2026.0769.5——
LCTAvg. FPS=18.52017.0369.3——
StapleAvg. FPS=48.32017.0369.1——
SwinTrackVenue=NeurIPS22, Backbone=ConvNet2026.0769.1—90.2
GRMVenue=CVPR23, Backbone=ViT2024.0968.9—90
GRMVenue=CVPR23, Backbone=ViT2026.0768.9—90
SeqTrack-LVenue=CVPR23, Backbone=ViT2024.0968.3—89.1
SeqTrack-LVenue=CVPR23, Backbone=ViT2026.0768.3—89.1
HCATVenue=IJCV23, Backbone=ConvNet2024.0968.1——
OSTrack-384Venue=ECCV22, Backbone=ViT2024.0968.1—88.7
HCATVenue=ECCV22, Backbone=ConvNet2026.0768.1——
OSTrack-384Venue=ECCV22, Backbone=ViT2026.0768.1—88.7
CSWinTTVenue=CVPR22, Backbone=ConvNet2026.0767.1—87.2
SAMFAvg. FPS=11.42017.0364——
MEEMAvg. FPS=11.12017.0362.6——
DSSTAvg. FPS=17.72017.0360.1——
KCFAvg. FPS=173.42017.0354.2——
StruckAvg. FPS=9.22017.0352.2——
CFLBAvg. FPS=87.12017.0344.7——
TLDAvg. FPS=22.12017.0343.1——
DATAvg. FPS=60.32017.0336.3——
AiATrack320Method Category=Supervised, Resolution=3202024.11—0.696—
ATOMbackbone=ResNet-182019.04—66.3—
ATOM2023.04—0.683—
BACFFPS=352018.09—0.62182.2
CCOT2019.04—68.2—
CRACT2021.03—0.726—
DaSiam-RPN2019.04—65.8—
DiMPbackbone=ResNet-182019.04—66—
DiMPbackbone=ResNet-502019.04—68.4—
DiMP2023.04—0.537—
DiMP2021.03—0.684—
DropTrack2023.04—0.696—
ECO2019.04—69.1—
ECOhcFPS=602018.09—0.64385.6
ECOhc2019.04—64.3—
HIPTrack-B384Method Category=Supervised, Resolution=3842024.11—0.71—
KeepTrackMethod Category=Supervised2024.11—0.709—
KeepTrack2021.03—0.709—
KeepTrackFastspeed=fast2021.03—0.712—
KYS2021.03—0.695—
LoRAT-L224Method Category=Supervised, Resolution=2242024.11—0.723—
MDNet2019.04—67.8—
Ocean2023.04—0.684—
OSTrack384Method Category=Supervised, Resolution=3842024.11—0.559—
PrDiMP2021.03—0.696—
PTAVFPS=252018.09—0.63584.9
SA-SiamFPS=50, baseline=true2018.09—0.65786.5
SAMURAI-LMethod Category=Zero shot2024.11—0.715—
Siam-BMFPS=48, mask only=true2018.09—0.66286.4
SiamAttN2021.03—0.712—
SiamFC2023.04—0.583—
SiamR-CNN2021.03—0.701—
SiamRPN++backbone=ResNet-502019.04—69.6—
STARK2023.04—0.681—
STARKs320Method Category=Supervised, Resolution=3202024.11—0.685—
STM2021.03—0.719—
SuperDiMP2021.03—0.701—
TransT2023.04—0.695—
TransT2021.03—0.694—
TrDiMP2021.03—0.711—
UPDT2019.04—70.4—