Comparision

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

Single Object Tracking (SOT)
- Download Papers (.zip) in CVPR2023, AAAI2023, NeurIPS2022, ECCV2022, IJCAI22, CVPR22, AAAI21, ICCV21, IJCAI21, CVPR21, ECCV20, IJCAI20, 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

TNL2K

^AUC/Prep.

^Succ./Prep.

^{AO/SR0.5/SR0.75}

^Succ./Prep.

^A/R/EAO

^Succ./Prep.

^M/TPR/TNR

^Pr/Re/F

^Succ./Prep.

CVPR23

DropTrack

_0.696/-

_0.718/0.781

_{0.759/0.868/0.720}

_0.841/0.889

_0.569/0.579

UNINEXT

_0.722/0.794

_0.854/0.864

_0.593/0.628

OmniTracker

_0.691/0.754

_0.834/0.823

CTTrack

_0.698/0.762

_{0.753/0.845/0.740}

_0.849/0.835

_{0.453/0.787/0.287}

_0.713/0.933

GRM

_0.699/0.758

_{0.734/0.829/0.704}

_0.840/0.820

_0.702/-

_0.656/-

JointNLT

_0.569/0.593

_0.546/0.550

AAAI23

CTTrack

_0.698/0.762

_{0.753/0.845/0.740}

_0.849/0.835

_{0.453/0.787/0.287}

_0.713/0.933

TATrack

_0.711/0.761

_{0.792/0.886/0.783}

_0.850/0.845

GdaTFT

_0.704/0.906

_0.643/0.687

_{0.650/0.778/0.537}

_0.778/0.754

NeurIPS22

SwinTrack

_0.713/0.765

_{0.724/0.805/0.678}

_0.840/0.828

_0.559/0.571

VLT

_0.673/0.721

_{0.694/0.811/0.645}

_0.531/0.533

ECCV22

SLT

_0.668/0.755

_{0.675/0.765/0.603}

_0.828/0.875

OSTrack

_0.711/0.776

_{0.737/0.832/0.708}

_0.839/0.832

_0.707/-

_0.665/-

_0.559/-

CIA

_0.713/-

_0.676/0.715

_{0.679/0.790/0.603}

_0.792/0.751

_{0.481/0.0.782/0.309}

_0.689/-

_0.667/-

Sim

_0.705/0.797

_{0.698/0.788/0.660}

_0.834/0.874

_0.712/0.916

_0.556/0.557

RTS

_0.697/0.737

_0.816/0.794

_{0.710/0.845/0.506}

_0.676/-

_0.654/-

AiATrack

_0.696/-

_0.690/0.738

_{0.696/0.800/0.632}

_0.827/0.804

_0.706/-

_0.679/-

Unicorn

_0.685/0.741

_0.830/0.822

FEAR

_0.579/0.609

_{0.645/0.746/-}

_0.658/0.814

IJCAI22

TransInMo

_0.711/-

_0.657/0.707

_0.817/-

_0.690/0.890

_0.668/0.802

_0.520/0.527

CVPR22

MixFormer

_0.704/0.922

_0.701/0.763

_{0.712/0.800/0.678}

_0.839/0.831

_{0.762/0.855/0.555}

_0.704/0.918

SBT

_0.719/0.924

_0.667/0.711

_{0.704/0.808/0.647}

_{0.753/0.834/0.529}

ToMP

_0.701/-

_0.685/0.735

_0.815/0.789

_{0.453/0.814/0.309}

_0.690/-

_0.669/-

ULAST

_0.648/0.879

_0.471/0.451

_0.654/0.592

_{0.571/0.286/0.355}

_{0.603/0.214/0.417}

GTELT

_0.677/0.732

_0.825/0.816

_{0.768/0.764/0.772}

RBO

_0.701/-

_0.571/0.586

_{0.644/0.767/0.509}

_{0.629/0.112/0.543}

_0.645/-

_0.613/-

_0.619/-

CSWinTT

_0.662/0.709

_{0.694/0.789/0.654}

_0.819/0.795

_{0.480/0.787/0.304}

_0.705/0.903

UTT

_0.646/0.672

_{0.672/0.763/0.605}

_0.797/0.770

AAAI21

PACNet

_0.670/0.876

_0.553/0.546

_{0.582/0.685/0.443}

_0.760/0.726

_{0.573/0.401/0.300}

_0.620/0.827

UATracker

_0.705/-

_0.594/-

_-/-/0.458

_0.676/-

ICCV21

AutoMatch

_0.714/0.926

_0.583/0.599

_{0.652/0.766/0.543}

_0.760/0.726

_0.472/0.435

USOT

_0.589/0.806

_0.358/0.340

_0.615/0.566

_{0.448/0.600/0.219}

_{0.578/0.304/0.344}

_{0.600/0.233/0.402}

STARK

_0.671/0.770

_{0.688/0.781/0.641}

_0.820/-

_{0.481/0.775/0.303}

SAOT

_0.714/0.926

_0.616/0.708

_{0.640/0.749/-}

_-/-/0.501

_0.656/0.778

KeepTrack

_0.709/-

_0.671/-

_0.697/-

_0.664/-

_{0.809/0.806/0.812}

DTT

_0.601/-

_0.689/-/-

_0.796/0.789

_0.659/-

IJCAI21

SiamRCR

_0.575/0.599

_{0.624/0.752/0.460}

_0.764/0.716

_{0.602/0.386/0.336}

CVPR21

TransT

_0.694/-

_0.649/0.690

_{0.671/0.768/0.609}

_0.814/0.803

_-/-/0.495

_0.691/-

_0.657/-

TrDiMP

_0.711/-

_0.639/0.614

_{0.671/0.777/0.583}

_0.784/0.731

_{0.600/0.141/0.462}

_0.675/-

_0.665/-

STMTrack

_0.719/-

_0.606/0.633

_{0.642/0.737/0.575}

_0.803/0.767

_{0.590/0.159/0.447}

_0.643/-

LightTrack

_0.555/0.561

_{0.623/0.726/-}

_0.733/0.708

_{0.552/0.310/0.357}

ACM

_0.720/-

_0.572/-

_0.753/0.712

_{0.621/0.316/0.362}

_{0.647/0.098/0.549}

_0.648/-

SiamRD

_0.701/0.931

_0.527/0.531

_{0.593/0.306/0.341}

_{0.595/0.131/0.470}

_0.643/0.801

Alpha Refine

_{0.589/0.649/-}

_0.775/0.744

_{0.633/0.136/0.476}

SiamGAT

_0.710/-

_0.530/0.539

_{0.627/0.743/0.488}

_0.753/-

_0.646/0.843

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}

_0.384/0.377

KYS

_-/(0.695/)

_{0.636/0.751/0.515}

_0.740/0.688

_{0.609/0.143/0.462}

_0.635/-

_0.449/0.435

PGNet

_{-/(0.691/0.892)}

_0.531/0.605

_{0.618/0.192/0.447}

_{0.679/0.610/0.642}

IJCAI20

TLPG

_0.698/-

_0.581/-

_{0.629/0.735/-}

_0.758/0.706

_{0.606/0.149/0.459}

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}

_0.388/0.393

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/-

_0.41/0.417

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}

_0.386/0.369

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

_0.323/0.326

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

_0.413/0.412

ATOM

_{-/(66.7/87.9)}

_0.514/0.505

_0.703/0.648

_{0.590/0.204/0.401}

_0.650/-

_0.590/-

_0.401/0.392

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/-

_0.447/0.434

GradNet

_{-/(0.639/0.861)}

_0.365/0.351

_{0.507/0.375/0.247}

_0.317/0.318

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

_0.366/0.353

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/-

_0.326/0.317

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/-)/()

_0.295/0.286

SINT

_{(0.655/0.882)/-}

CCOT

_{-/(0.682/0.824)}

_0.581/-

MDNET

_{-/(0.678/0.909)}

_0.31/0.322

SRDCF

_{(0.633/-)/(0.605/)}

JudasDie / Comparison

Comparision

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