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comparison's Introduction

Comparision

Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)

Conf. Trackers OTB13/15 LASOT GOT10K TrackingNet VOT20 VOT19 VOT18 VOT17 VOT16 UAV123 NFS TC128 OxUvA VOT18LT
AUC/Prep. Succ./Prep. AO/SR0.5/SR0.75 Succ./Prep. A/R/EAO A/R/EAO A/R/EAO A/R/EAO A/R/EAO Succ./Prep. Succ./Prep. Succ./Prep. M/TPR/TNR Pr/Re
ECCV20 Ocean -/(0.684/0.920) 0.560/0.566 0.611/0.721/- - 0.470/0.715/0.286 0.594/0.316/0.350 0.592/0.117/0.489 - - - - - - -
KYS -/(0.695/) - 0.636/0.751/0.515 0.740/0.688 - - 0.609/0.143/0.462 - - - 0.635/- - - -
CVPR20 MAML (0.714/-)/(0.712/-) 0.523/- - 0.757/- - 0.637/0.421/0.295 0.635/0.220/0.392 - - - - - - -
Siam R-CNN -/(0.701/0.891) 0.648/0.722 0.649/0.728/0.597 0.812/0.800 - - 0.609/0.220/0.408 - - 0.649/0.834 0.639/- - - -
D3S - - 0.597/0.676/0.462 0.728/0.664 - - 0.640/0.150/0.489 - 0.660/0.131/0.493 - - - - -
PrDiMP -/(0.696/-) 0.598/- 0.634/0.738/0.543 0.758/0.704 - - 0.618/0.165/0.442 - - 0.680/- 0.635/- - - -
ROAM -/(0.681/0.908) 0.447/0.445 0.465/0.532/0.236 0.670/0.623 - - - 0.543/0.195/0.380 0.599/0.174/0.441 - - - - -
SiamBAN -/(0.696/0.910) 0.514/0.598 - - - 0.602/0.396/0.327 0.597/0.178/0.452 - - 0.631/0.833 0.594/- - - -
SiamAttn -/(0.712/0.926) 0.560/0.648 - 0.752/- - - 0.63/0.16/0.470 - 0.68/0.14/0.537 0.650/0.845 - - - -
CGACD -/(0.713/0.922) 0.518/0.626 - 0.711/0.693 - - 0.615/0.173/0.449 - - 0.633/0.833 - - - -
AAAI20 SiamFC++ -/(0.683/-) 0.544/- 0.595/0.695/0.479 0.754/0.705 - - 0.587/0.183/0.426 - - - - - - -
POST (0.672/0.884)/(0.678/0.907) 0.481/0.463 - - - - - - - 0.629/0.800 - 0.563/0.781 - -
SPS (0.703/0.911)/(0.692/0.902) - - - - - 0.612/0.169/0.434 - 0.625/0.158/0.459 - 0.600/- - - -
RPOT -/(0.687/0.914) - - - - - - - - - - - - -
MetaRTT -/(0.655/0.890) - - - - - - - -/-/0.346 0.569/0.809 - 0.597/0.800 - -
GlobalT - 0.521/0.527 - 0.704/0.656 - - - - - - - - 0.603/0.574/0.633 -
DROL -/(0.715/0.937) - - 0.746/0.708 - - 0.616/-/0.481 - - 0.652/0.855 - - - 0.687/0.650
CVPR19 SiamDW (0.689/-)/(0.674/-) 0.384/- 0.416/-/- - - -/-/0.242 -/-/0.270 -/-/0.246 -/-/0.304 - - - - -
SiamMask - - - - - - 0.642/0.295/0.387 - 0.670/0.233/0.442 - - - - -
SiamRPN++ -/(0.696/0.923) 0.496/0.569 - 0.733/0.694 - - 0.600/0.234/0.414 - - 0.613/0.807 - - - -
ATOM -/(66.7/87.9) 0.514/0.505 - 0.703/0.648 - - 0.590/0.204/0.401 - - 0.650/- 0.590/- - - -
CRPN (0.663/-)/(0.675/-) 0.455/- - 0.669/0.619 - - - -/-/0.273 0.594/-/0.363 - - - - -
SPM (0.693/-)/(0.687/0.899) - - - - - - 0.580/0.300/0.338 0.620/0.210/0.434 - - - - -
GCT (0.670/0.873)/(0.648/0.854) - - - - - - -/-/0.269 - 0.508/0.732 - - - -
ASRCF -/(0.692/0.922) 0.359/0.337 - - - - - 0.494/0.234/0.328 0.563/0.187/0..391 - - 0.603/0.825 - -
UDT -/(0.632/0.831) - - - - - - - 0.53/-/0.301 - - 0.541/0.717 - -
TADT (0.680/0.896)/(0.660/0.866) - - - - - - - 0.550/-/0.299 - - 0.562/- - -
RPCF (0.713/0.954)/(0.690/0.929) - - - - - - 0.500/0.234/0.316 - - - - -
OTR - - - - - - - - - - - - -
ICCV19 DiMP -/(0.684/-) 0.569/- 0.611/0.717/0.492 0.740/0.687 - - 0.597/0.153/0.440 - - 0.654/- 0.620/- - - -
GradNet -/(0.639/0.861) 0.365/0.351 - - - - - 0.507/0.375/0.247 - - - - - -
MLT (0.621/-)/(0.611/-) 0.368/- - - - - - - - - - 0.498/- - -
SPLT - - - - - - - - - - - - 0.622/0.498/0.776 0.633/0.600
ARCF - - - - - - - - - 0.473/0.666 - - - -
BGDT (0.656/-)/(0.647/-) - - - - - - - - 0.586/- 0.515/- - - -
UpdateNet - 0.475/- - 0.677/0.625 - - -/-/0.393 - 0.610/0.206/0.481 - - - - -
PAT - - - - - - - - - - - - - -
GFS-DCF (0.722/0.965)/(0.693/0.932) - - 0.6090/0.5657 - - 0.511/0.143/0.397 - - - - - - -
CDTB - - - - - - - - - - - - - -
fdKCF (0.705/0.908)/(0.675/0.891) - - - - - - -/-/0.265 -/-/0.347 - - - - -
AAAI19 Re2EMA -/(0.652/0.832) - - - - - - - - - - 0.521/0.695 - -
ANT -/(0.670/0.905) - - - - - - - - - - - - -
LDES (0.677/0.810)/(0.643/0.783) - - - - - - - - - - - - -
ECCV18 UPDT - - - - - - - 0.532/0.182/0.378 0.550/- 0.541/- 0.622/- - - -
DaSiam -/(-/0.88) - - - - - - 0.560/0.340/0.326 0.610/0.220/0.411 0.586/0.796 - - - -
SACF (0.713/0.938)/(0.693/0.917) - - - - - - - - - - - - -
RTINet -/(0.682/) - - - - - - - 0.57/-/0.298 - - 0.602/- - -
MetaT -/(0.662/0.888) - - - - - - - 0.519/-/0.317 - - - - -
DSLT (0.683/0.934)/(0.660/0.909) - - - - - - - -/-/0.332 0.530/0.746 - 0.587/0.807 - -
DRLIS -/(0.671/0.909) - - - - - - - - - - 0.590/0.818 - -
RTMDNet -/(0.650/0.885) - - - - - - - - 0.528/0.772 - 0.563/0.788 - -
ACT (0.657/0.905)/(0.625/0.859) - - - - - - - -/-/0.275 - - - - -
StructSiam (0.638/0.880)/(0.621/0.851) - - - - - - - -/-/0.264 - - - - -
MemTrack (0.642/0.849)/(0.626/0.820) - - - - - - - 0.53/-/0.273 - - - - -
SiamTri (0.629/0.834)/- - - - - - - -/-/0.215 - - - - - -
CVPR18 VITAL (0.710/0.950)/(0.691/0.917) - - - - - - - -/-/0.323 - - - - -
LSART -/(0.672/0.923) - - - - - - 0.493/0.218/0.323 - - - - - -
SiamRPN -/(0.637/0.851) - - - - - - -/-/0.243 0.56/-/0.344 - - - - -
TRACA (0.652/0.898)/(0.603/0.816) - - - - - - - - - - - - -
RAS (0.670/0.892)/(0.642/-) - - - - - - -/-/0.283 - - - - - -
SASiam (0.677/0.896)/(0.657/0.865) - - - - - - 0.500/0.459/0.236 0.540/-/0.291 - - - - -
STRCF -/(0.683/0.842) - - - - - - - 0.550/-/0.313 - - 0.601/- - -
FlowTrack (0.689/0.921)/(0.655/0.881) - - - - - - - 0.570/-/0.341 - - - - -
DEDT -/(0.690/0.810) - - - - - - - - - - - - -
SINT++ -/(0.574/0.768) - - - - - - - - - - - - -
DRT (0.720/0.953)/(0.699/0.923) - - - - - - - - - - - - -
MCCT (0.695/0.914)/(0.714/0.928) - - - - - - - 0.580/-/0.393 - - 0.596/0.797 - -
MKCF (0.641/0.835)/- - - - - - - - - - 0.455/0.532 - - -
HP (0.629/-)/(0.601/0.796) - - - - - - - - - - - - -
ICCV17 CREST (0.673/0.908)/(0.623/0.837) - - - - - - - 0.514/-/0.283 - - - - -
EAST (0.629/-)/- - - - - - - - - - - - - -
PTAV (0.663/0.894)/(0.635/0.849) - - - - - - - - - - 0.544/0.741 - -
BACF -/(0.630/-) - - - - - - - - - - 0.652/- - -
TSN -/(0.644/0.808) - - - - - - - - - - - - -
Ptracker -/(0.730/-) - - - - - - - - - - - - -
DSiam (0.656/0.891)/- - - - - - - - - - - - - -
SPKCF - - - - - - - - - - - - - -
UCT (0.641/0.904)/(0.611/0.849) - - - - - - - - - - - - -
PWS - - - - - - - - - - - - - -
CFWCR - - - - - - - -/-/0.303 0.58/-/0.391 - - - - -
IBCCF (0.660/-)/(0.630/) - - - - - - 0.48/-/0.209 0.511/-/0.266 - - 0.537/- - -
RFL -/(0.581/) - - - - - - 0.48/-/0.23 - - - - - -
CVPR17 ECO -/(0.700/-) - - - - - - - 0.54/-/0.374 0.537/- - 0.605/- - -
CFNet (0.618/0.753)/(0.589/0.711) - - - - - - - - - - - - -
CACF -/(0.598/0.810) - - - - - - - - - - - - -
RaF (0.615/0.919)/(0.565/0.851) - - - - - - - - - - - - -
MCPF (0.677/0.916)/(0.628/0.873) - - - - - - - - - - 0.545/0/774 - -
ACFN (0.607/0.860)/(0.575/802) - - - - - - - - - - - - -
LMCF (0.643/0.892)/- - - - - - - - - - - - - -
ADNet -/(0.646/0.880) - - - - - - - - - - - - -
CSRDCF -/(0.587/0.733) - - - - - - - 0.51/-/0.338 - - - - -
BranchOut -/(0.683/0.919) - - - - - - - - - - - - -
SANet -/(0.692/0.928) - - - - - - - - - - 0.616/0.837 - -
Others SiamFC (0.612/-)/() - - - - - - - - - - - -
SINT (0.655/0.882)/- - - - - - - - - - - - - -
CCOT -/(0.682/0.824) - - - - - - - - - - 0.581/- - -
MDNET -/(0.678/0.909) - - - - - - - - - - - - -
SRDCF (0.633/-)/(0.605/) - - - - - - - - - - - - -

Contributors

comparison's People

Contributors

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