Visual Object Tracking on VOT 2016
48.1EAOUpdateNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UpdateNet2019.11 | 48.1 | — | — | — | |
| UpdateNet2019.11 | 48.1 | — | — | — | |
| UpdateNetConference/Year=ICCV 20192019.11 | 48.1 | — | — | — | |
| Siam R-CNNtracking variant=short-term2019.11 | 46.5 | — | — | — | |
| Siam R-CNNvariant=short-term2019.11 | 46.5 | — | — | — | |
| Siam R-CNNConference/Year=Ours, Tracking Parameters=short-term2019.11 | 46.5 | — | — | — | |
| Diff-TrackingUnsupervised=Yes, Online Updating=Yes2026.05 | 45.3 | 61.1 | 19.8 | — | |
| DRT2019.11 | 44.2 | — | — | — | |
| SiamMask2019.11 | 44.2 | — | — | — | |
| DRT2019.11 | 44.2 | — | — | — | |
| SiamMask2019.11 | 44.2 | — | — | — | |
| SiamMaskConference/Year=CVPR 20192019.11 | 44.2 | — | — | — | |
| DRTConference/Year=CVPR 20182019.11 | 44.2 | — | — | — | |
| SPM2019.11 | 43.4 | — | — | — | |
| SPM2019.11 | 43.4 | — | — | — | |
| SPMConference/Year=CVPR 20192019.11 | 43.4 | — | — | — | |
| Diff-TrackerUnsupervised=Yes, Online Updating=No2026.05 | 43 | 60.5 | 20.6 | — | |
| ULAST*-onUnsupervised Training=true, Update Mode=Online2022.04 | 41.7 | 60.3 | 21.4 | — | |
| ULAST-onUnsupervised=Yes, Online Updating=Yes2026.05 | 41.7 | 60.3 | 21.4 | — | |
| DaSiamRPNFPS=1602018.08 | 41.1 | 61 | 22 | — | |
| DaSiamRPN2019.11 | 41.1 | — | — | — | |
| DaSiamRPN2019.11 | 41.1 | — | — | — | |
| DaSiamRPNConference/Year=ECCV 20182019.11 | 41.1 | — | — | — | |
| DaSiamRPNUnsupervised Training=false2022.04 | 41.1 | 61 | 22 | — | |
| DaSiamRPNUnsupervised=No, Online Updating=No2026.05 | 41.1 | 61 | 22 | — | |
| USOT*Unsupervised Training=true, Update Mode=Online2022.04 | 40.2 | 60 | 23.3 | — | |
| USOT-onUnsupervised=Yes, Online Updating=Yes2026.05 | 40.2 | 60 | 23.3 | — | |
| ATOMConference/Year=CVPR 20192019.11 | 40.1 | — | — | — | |
| ULAST*-offUnsupervised Training=true, Update Mode=Offline2022.04 | 39.7 | 59.9 | 22.4 | — | |
| ULASTUnsupervised=Yes, Online Updating=No2026.05 | 39.7 | 59.9 | 22.4 | — | |
| MCCTConference/Year=CVPR 20182019.11 | 39.3 | — | — | — | |
| ASRCFConference/Year=CVPR 20192019.11 | 39.1 | — | — | — | |
| SACFConference/Year=ECCV 20182019.11 | 38 | — | — | — | |
| ECOFPS=82018.08 | 37.5 | 55 | 20 | — | |
| ECOUnsupervised Training=true2022.04 | 37.5 | 55 | 56.9 | — | |
| ECOUnsupervised=Yes, Online Updating=No2026.05 | 37.5 | 55 | 56.9 | — | |
| ECOTracking group=Non-realtime2018.06 | 37.4 | — | — | 6 | |
| SiamRPN+Backbone=CIResNet-222019.01 | 37 | 58 | 24 | — | |
| SiamDWConference/Year=CVPR 20192019.11 | 37 | — | — | — | |
| C-RPNConference/Year=CVPR 20192019.11 | 36.3 | — | — | — | |
| SE-SiamFCYear=Ours2020.07 | 36 | 59 | 24 | — | |
| USOTUnsupervised Training=true2022.04 | 35.1 | 59.3 | 33.6 | — | |
| USOTUnsupervised=Yes, Online Updating=No2026.05 | 35.1 | 59.3 | 33.6 | — | |
| SiamRPNFPS=2002018.08 | 34.4 | 56 | 26 | — | |
| SiamRPNConference/Year=CVPR 20182019.11 | 34.4 | — | — | — | |
| AUDI-TUnsupervised=Yes, Online Updating=No2026.05 | 34.1 | 59.4 | 33.7 | — | |
| EASTTracking group=Realtime2018.06 | 34 | — | — | 159 | |
| SiamRPNYear=20182019.01 | 34 | 56 | 26 | — | |
| SiamRPNYear=20182020.07 | 34 | 56 | 26 | — | |
| CSRDCFFPS=132018.08 | 33.8 | 51 | 24 | — | |
| FlowTrackConference/Year=CVPR 20182019.11 | 33.4 | — | — | — | |
| DSLTConference/Year=ECCV 20182019.11 | 33.2 | — | — | — | |
| C-COTFPS=0.32018.08 | 33.1 | 54 | 24 | — | |
| LSARTTracking group=Non-realtime2018.06 | 32.3 | — | — | 1 | |
| VITALConference/Year=CVPR 20182019.11 | 32.3 | — | — | — | |
| LSARTConference/Year=CVPR 20182019.11 | 32.3 | — | — | — | |
| ECO-HCFPS=602018.08 | 32.2 | 54 | 30 | — | |
| ECO-HCYear=20172019.01 | 32 | 54 | 30 | — | |
| Meta-TrackerConference/Year=ECCV 20182019.11 | 31.7 | — | — | — | |
| STRCFConference/Year=CVPR 20182019.11 | 31.3 | — | — | — | |
| UDTConference/Year=CVPR 20192019.11 | 30.1 | — | — | — | |
| StapleYear=20162019.01 | 30 | 54 | 38 | — | |
| SiamFC+Backbone=CIResNet-222019.01 | 30 | 54 | 38 | — | |
| SiamFC+Year=20192020.07 | 30 | 54 | 38 | — | |
| TADTConference/Year=CVPR 20192019.11 | 29.9 | — | — | — | |
| LUDT+Unsupervised Training=true2022.04 | 29.9 | 57 | 33.1 | — | |
| LUDT+Unsupervised=Yes, Online Updating=No2026.05 | 29.9 | 57 | 33.1 | — | |
| RTINetConference/Year=ECCV 20182019.11 | 29.8 | — | — | — | |
| StapleFPS=802018.08 | 29.5 | 54 | 38 | — | |
| SiamFC-luTracking group=Realtime2018.06 | 29.5 | — | — | 82 | |
| DSiamTracking group=Realtime2018.06 | 29.3 | — | — | 25 | |
| SA-SiamConference/Year=CVPR 20182019.11 | 29.1 | — | — | — | |
| CRESTFPS=12018.08 | 28.3 | 51 | 25 | — | |
| CRESTTracking group=Non-realtime2018.06 | 28.3 | — | — | 1 | |
| ACTConference/Year=ECCV 20182019.11 | 27.5 | — | — | — | |
| StructSiamConference/Year=ECCV 20182019.11 | 26.4 | — | — | — | |
| StructSiamYear=20182019.01 | 26 | — | — | — | |
| StructSiamYear=20182020.07 | 26 | — | — | — | |
| MDNetFPS=12018.08 | 25.7 | 54 | 34 | — | |
| SRDCFYear=20152019.01 | 25 | 54 | 42 | — | |
| SiamFCYear=20162019.01 | 24 | 53 | 46 | — | |
| SiamFCYear=20162020.07 | 24 | 53 | 46 | — | |
| SiamFCFPS=862018.08 | 23.5 | 53 | 46 | — | |
| SiamFCTracking group=Realtime2018.06 | 23.5 | — | — | 117 | |
| SiamFCUnsupervised Training=false2022.04 | 23.5 | 53.2 | 46.1 | — | |
| SiamFCUnsupervised=No, Online Updating=No2026.05 | 23.5 | 53.2 | 46.1 | — | |
| CFNet-luTracking group=Realtime2018.06 | 23 | — | — | 70 | |
| CSRDCFTracking group=Non-realtime2018.06 | 22.2 | — | — | 13 | |
| S2SiamFCUnsupervised Training=true2022.04 | 21.5 | 49.3 | 63.9 | — | |
| S2SiamFCUnsupervised=Yes, Online Updating=No2026.05 | 21.5 | 49.3 | 63.9 | — | |
| KCFUnsupervised Training=true2022.04 | 19.2 | 48.9 | 56.9 | — | |
| KCFUnsupervised=Yes, Online Updating=No2026.05 | 19.2 | 48.9 | 56.9 | — |