Comparision

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

Single Object Tracking (SOT)
- Download Papers (.zip) in ECCV20, CVPR20, AAAI20, CVPR2019, ICCV19, AAAI19, ECCV18, CVPR18, ICCV17, CVPR17, Others

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

^Succ./Prep.

^M/TPR/TNR

^Pr/Re/F

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/-

PGNet

_{-/(0.691/0.892)}

_0.531/0.605

_{0.618/0.192/0.447}

_{0.679/0.610/0.642}

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

_{(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/)}

bluoluo / Comparison

Comparision

Contributors

About