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ResearchFormerly WizWand

Visual Object Tracking on NFS (Need for Speed) 30 FPS (test)

66.9AUCTOMP
19.89232.09644.356.504Apr 15, 2019Jun 2, 2020Jul 21, 2021Sep 9, 2022Oct 28, 2023Dec 15, 2024Feb 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TOMP2023.0366.9
FARTracktinyGPU FPS=135, CPU FPS=532026.0266.9
TMT2023.0366.5
KeepTrack2021.0366.4
TrDiMP2021.0366.2
TrDiMPSpeed (FPS)=262021.0365.8
TransT2023.0365.7
TransT2021.0365.7
GRM2023.0365.6
KeepTrackFastspeed=fast2021.0365.3
STARK2023.0365.2
FARTracknanoGPU FPS=210, CPU FPS=772026.0265.1
AsymTrack-SGPU FPS=136, CPU FPS=482026.0264.9
OSTrack2023.0364.7
SuperDiMP2021.0364.7
AsymTrack-BGPU FPS=135, CPU FPS=322026.0264.4
KYSSpeed (FPS)=202021.0364.1
SiamR-CNNSpeed (FPS)=4.72021.0363.9
SiamR-CNN2021.0363.9
HiT-BaseGPU FPS=116, CPU FPS=302026.0263.6
PrDiMP-50Speed (FPS)=302021.0363.5
TrSiamSpeed (FPS)=352021.0363.5
PrDiMP2021.0363.5
KYS2021.0363.5
LiteTrack-B4GPU FPS=195, CPU FPS=292026.0263.4
AsymTrack-TGPU FPS=145, CPU FPS=552026.0263.3
CRACT2021.0362.5
DiMP-50Speed (FPS)=352021.0362
DiMP2023.0362
SMATGPU FPS=135, CPU FPS=402026.0262
FARTrackpicoGPU FPS=343, CPU FPS=1212026.0262
DiMP2021.0362
DiMPbackbone=ResNet-502019.0461.9
HiT-SmallGPU FPS=121, CPU FPS=352026.0261.8
FEARGPU FPS=123, CPU FPS=282026.0261.4
ECTTrackGPU FPS=104, CPU FPS=462026.0261.1
DiMPbackbone=ResNet-182019.0461
ATOM2023.0359
E.T. TrackGPU FPS=33, CPU FPS=162026.0259
ATOMbackbone=ResNet-182019.0458.4
ATOMSpeed (FPS)=352021.0358.4
LightTrackGPU FPS=59, CPU FPS=272026.0255.3
UPDTSpeed (FPS)=<12021.0353.7
UPDT2019.0453.6
HiT-TinyGPU FPS=135, CPU FPS=422026.0253.2
SiamRPN++Speed (FPS)=302021.0350.2
SiamRPN++2023.0350.2
CCOT2019.0448.8
C-COTSpeed (FPS)=0.32021.0348.8
ECO2019.0446.6
ECOSpeed (FPS)=82021.0346.6
MDNetSpeed (FPS)=12021.0342.9
MDNet2019.0441.9
KCFSpeed (FPS)=2702021.0321.7