Visual Object Tracking on OTB100 (test)
77.6Success Rate (IoU>0.50)BACF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BACFAvg. FPS=35.32017.03 | 77.6 | — | — | |
| SRDCFAvg. FPS=3.82017.03 | 72 | — | — | |
| PIVOT-L-22Backbone=ViT, Resolution=378x3782024.09 | 71.3 | — | 94.1 | |
| PiVOT-L-22Venue=TMM25, Backbone=ViT2026.07 | 71.3 | — | 94.1 | |
| PIVOT-50Backbone=ConvNet2024.09 | 71.2 | — | 92.3 | |
| PIVOT-L-27Backbone=ViT, Resolution=378x3782024.09 | 71.2 | — | 94.6 | |
| PiVOT-50Venue=TMM25, Backbone=ConvNet2026.07 | 71.2 | — | 92.3 | |
| PiVOT-L-27Venue=TMM25, Backbone=ViT2026.07 | 71.2 | — | 94.6 | |
| UVLTrack-LVenue=AAAI24, Backbone=ViT2024.09 | 71 | — | — | |
| DATransTVenue=TMM23, Backbone=ConvNet2024.09 | 70.8 | — | — | |
| DATransTVenue=TMM23, Backbone=ConvNet2026.07 | 70.8 | — | — | |
| STRtrackBackbone=ConvNet2024.09 | 70.7 | — | 91 | |
| STRtrackVenue=IJCV23, Backbone=ConvNet2026.07 | 70.7 | — | 91 | |
| CSWinTTVenue=CVPR22, Backbone=ConvNet2024.09 | 70.5 | — | 90.3 | |
| ARTrack-384Venue=CVPR23, Backbone=ViT2024.09 | 70.5 | — | — | |
| MixFormer-LVenue=CVPR22, Backbone=ViT2024.09 | 70.4 | — | — | |
| MixFormer-LVenue=CVPR22, Backbone=ViT2026.07 | 70.4 | — | 92.2 | |
| SwinTrackVenue=NeurIPS22, Backbone=ConvNet2024.09 | 70.2 | — | 90.2 | |
| ToMP-50Venue=CVPR22, Backbone=ConvNet2024.09 | 70.1 | — | 90.8 | |
| ToMP-101Venue=CVPR22, Backbone=ConvNet2024.09 | 70.1 | — | 90.6 | |
| ToMP-50Venue=CVPR22, Backbone=ConvNet2026.07 | 70.1 | — | 90.8 | |
| ToMP-101Venue=CVPR22, Backbone=ConvNet2026.07 | 70.1 | — | 90.6 | |
| UCIFVenue=TMM23, Backbone=ConvNet2024.09 | 69.9 | — | 91.6 | |
| UCIFVenue=TMM23, Backbone=ConvNet2026.07 | 69.9 | — | 91.6 | |
| HSETVenue=TMM23, Backbone=ConvNet2024.09 | 69.8 | — | 91.7 | |
| HSETVenue=TMM23, Backbone=ConvNet2026.07 | 69.8 | — | 91.7 | |
| AiATrackVenue=ECCV22, Backbone=ConvNet2024.09 | 69.6 | — | 91.7 | |
| CiteTrackerVenue=ICCV23, Backbone=ViT2024.09 | 69.6 | — | 92.2 | |
| AiATrackVenue=ECCV22, Backbone=ConvNet2026.07 | 69.6 | — | 91.7 | |
| CiteTrackerVenue=ICCV23, Backbone=ViT2026.07 | 69.6 | — | 92.2 | |
| F-BDMTrackVenue=ICCV23, Backbone=ViT2024.09 | 69.5 | — | — | |
| F-BDMTrackVenue=ICCV23, Backbone=ViT2026.07 | 69.5 | — | — | |
| LCTAvg. FPS=18.52017.03 | 69.3 | — | — | |
| StapleAvg. FPS=48.32017.03 | 69.1 | — | — | |
| SwinTrackVenue=NeurIPS22, Backbone=ConvNet2026.07 | 69.1 | — | 90.2 | |
| GRMVenue=CVPR23, Backbone=ViT2024.09 | 68.9 | — | 90 | |
| GRMVenue=CVPR23, Backbone=ViT2026.07 | 68.9 | — | 90 | |
| SeqTrack-LVenue=CVPR23, Backbone=ViT2024.09 | 68.3 | — | 89.1 | |
| SeqTrack-LVenue=CVPR23, Backbone=ViT2026.07 | 68.3 | — | 89.1 | |
| HCATVenue=IJCV23, Backbone=ConvNet2024.09 | 68.1 | — | — | |
| OSTrack-384Venue=ECCV22, Backbone=ViT2024.09 | 68.1 | — | 88.7 | |
| HCATVenue=ECCV22, Backbone=ConvNet2026.07 | 68.1 | — | — | |
| OSTrack-384Venue=ECCV22, Backbone=ViT2026.07 | 68.1 | — | 88.7 | |
| CSWinTTVenue=CVPR22, Backbone=ConvNet2026.07 | 67.1 | — | 87.2 | |
| SAMFAvg. FPS=11.42017.03 | 64 | — | — | |
| MEEMAvg. FPS=11.12017.03 | 62.6 | — | — | |
| DSSTAvg. FPS=17.72017.03 | 60.1 | — | — | |
| KCFAvg. FPS=173.42017.03 | 54.2 | — | — | |
| StruckAvg. FPS=9.22017.03 | 52.2 | — | — | |
| CFLBAvg. FPS=87.12017.03 | 44.7 | — | — | |
| TLDAvg. FPS=22.12017.03 | 43.1 | — | — | |
| DATAvg. FPS=60.32017.03 | 36.3 | — | — | |
| AiATrack320Method Category=Supervised, Resolution=3202024.11 | — | 0.696 | — | |
| ATOMbackbone=ResNet-182019.04 | — | 66.3 | — | |
| ATOM2023.04 | — | 0.683 | — | |
| BACFFPS=352018.09 | — | 0.621 | 82.2 | |
| CCOT2019.04 | — | 68.2 | — | |
| CRACT2021.03 | — | 0.726 | — | |
| DaSiam-RPN2019.04 | — | 65.8 | — | |
| DiMPbackbone=ResNet-182019.04 | — | 66 | — | |
| DiMPbackbone=ResNet-502019.04 | — | 68.4 | — | |
| DiMP2023.04 | — | 0.537 | — | |
| DiMP2021.03 | — | 0.684 | — | |
| DropTrack2023.04 | — | 0.696 | — | |
| ECO2019.04 | — | 69.1 | — | |
| ECOhcFPS=602018.09 | — | 0.643 | 85.6 | |
| ECOhc2019.04 | — | 64.3 | — | |
| HIPTrack-B384Method Category=Supervised, Resolution=3842024.11 | — | 0.71 | — | |
| KeepTrackMethod Category=Supervised2024.11 | — | 0.709 | — | |
| KeepTrack2021.03 | — | 0.709 | — | |
| KeepTrackFastspeed=fast2021.03 | — | 0.712 | — | |
| KYS2021.03 | — | 0.695 | — | |
| LoRAT-L224Method Category=Supervised, Resolution=2242024.11 | — | 0.723 | — | |
| MDNet2019.04 | — | 67.8 | — | |
| Ocean2023.04 | — | 0.684 | — | |
| OSTrack384Method Category=Supervised, Resolution=3842024.11 | — | 0.559 | — | |
| PrDiMP2021.03 | — | 0.696 | — | |
| PTAVFPS=252018.09 | — | 0.635 | 84.9 | |
| SA-SiamFPS=50, baseline=true2018.09 | — | 0.657 | 86.5 | |
| SAMURAI-LMethod Category=Zero shot2024.11 | — | 0.715 | — | |
| Siam-BMFPS=48, mask only=true2018.09 | — | 0.662 | 86.4 | |
| SiamAttN2021.03 | — | 0.712 | — | |
| SiamFC2023.04 | — | 0.583 | — | |
| SiamR-CNN2021.03 | — | 0.701 | — | |
| SiamRPN++backbone=ResNet-502019.04 | — | 69.6 | — | |
| STARK2023.04 | — | 0.681 | — | |
| STARKs320Method Category=Supervised, Resolution=3202024.11 | — | 0.685 | — | |
| STM2021.03 | — | 0.719 | — | |
| SuperDiMP2021.03 | — | 0.701 | — | |
| TransT2023.04 | — | 0.695 | — | |
| TransT2021.03 | — | 0.694 | — | |
| TrDiMP2021.03 | — | 0.711 | — | |
| UPDT2019.04 | — | 70.4 | — |