Comparision

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

SOT (single object tracking)

MOT (multiple object tracking)

Deepfake detection

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

_-

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/-

_-

_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/)}

_-

-

_-

-

_-

Name		Name	Last commit message	Last commit date
Latest commit History 88 Commits
Deepfake detection.md		Deepfake detection.md
Multiple Object Tracking.md		Multiple Object Tracking.md
README.md		README.md

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Repository files navigation

Comparision

Contributors

About

Releases

Packages

Contributors 7

JudasDie/Comparison

Folders and files

Latest commit

History

Repository files navigation

Comparision

Contributors

About

Resources

Stars

Watchers

Forks

Releases

Packages 0

Contributors 7

Packages