Visual Object Tracking on UAV123
0.725AUCLORAT-L378
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LORAT-L378Backbone=Large, Input Resolution=3782024.12 | 0.725 | — | |
| LoRAT-L378Supervision type=Fully Supervised Tracking, Input resolution=3782026.05 | 0.725 | — | |
| DreamTrackSupervision type=Fully Supervised Tracking2026.05 | 0.725 | — | |
| DTPTrack-L378Model Variant=L, Input Resolution=3782026.04 | 0.723 | — | |
| DTPTrack-B224Model Variant=B, Input Resolution=2242026.04 | 0.719 | — | |
| LoRAT-L224Model Scale=Large, Input Resolution=2242026.05 | 0.719 | — | |
| SUTrack-B224Backbone=Base, Input Resolution=2242024.12 | 0.717 | — | |
| ARTrackV2-L384Backbone=Large, Input Resolution=3842024.12 | 0.717 | — | |
| SPMTrack-BModel Variant=B2026.04 | 0.717 | — | |
| RELO-L256Model Scale=Large, Input Resolution=2562026.05 | 0.714 | — | |
| SimTrack2023.04 | 0.712 | — | |
| ARTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.712 | — | |
| SimTrack2024.12 | 0.712 | — | |
| SimTrack2026.05 | 0.712 | — | |
| ARTrack-L384Model Scale=Large, Input Resolution=3842026.05 | 0.712 | — | |
| SUTrack-L224Backbone=Large, Input Resolution=2242024.12 | 0.709 | — | |
| OSTrackResolution=3842022.03 | 0.707 | — | |
| OSTrack2023.04 | 0.707 | — | |
| OSTrack2024.12 | 0.707 | — | |
| OSTrack2026.05 | 0.707 | — | |
| SUTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.706 | — | |
| HIPTrack2026.04 | 0.705 | — | |
| HIPTrackSupervision type=Fully Supervised Tracking2026.05 | 0.705 | — | |
| SUTrack-B384Backbone=Base, Input Resolution=3842024.12 | 0.704 | — | |
| MixformerSupervision type=Fully Supervised Tracking2026.05 | 0.704 | — | |
| RELO-B256Model Scale=Base, Input Resolution=2562026.05 | 0.704 | — | |
| ARTrackV2-B256Model Variant=B, Input Resolution=2562026.04 | 0.699 | — | |
| KeepTrack2022.03 | 0.697 | — | |
| KeepTrack2022.03 | 0.697 | — | |
| SeqTrackBackbone=Large, Resolution=2562023.04 | 0.697 | — | |
| KeepTrack2021.03 | 0.697 | — | |
| SeqTrack-L256Model Scale=Large, Input Resolution=2562026.05 | 0.697 | — | |
| KeepTrackFastmode=Fast2021.03 | 0.695 | — | |
| TransTProcessing Mode=non-realtime, CPU Speed (FPS)=52021.12 | 0.694 | — | |
| SUTrack-T224Backbone=Tiny, Input Resolution=2242024.12 | 0.694 | — | |
| SeqTrackBackbone=Base, Resolution=2562023.04 | 0.692 | — | |
| TransT2021.03 | 0.691 | — | |
| TransT2022.03 | 0.691 | — | |
| STARK SAOT2022.03 | 0.691 | — | |
| TransT2022.03 | 0.691 | — | |
| STARKBackbone=ResNet-502022.03 | 0.691 | — | |
| TransT2023.04 | 0.691 | — | |
| TransT2024.12 | 0.691 | — | |
| TransT2021.03 | 0.691 | — | |
| TransTSupervision type=Fully Supervised Tracking2026.05 | 0.691 | — | |
| TransT2026.05 | 0.691 | — | |
| ToMPBackbone=ResNet-502022.03 | 0.69 | — | |
| ToMPBackbone=ResNet-502022.03 | 0.69 | — | |
| STARK-ST50Processing Mode=non-realtime, CPU Speed (FPS)=92021.12 | 0.688 | — | |
| SeqTrackBackbone=Base, Resolution=3842023.04 | 0.686 | — | |
| SeqTrack-B384Model Variant=B, Input Resolution=3842026.04 | 0.686 | — | |
| SeqTrackBackbone=Large, Resolution=3842023.04 | 0.685 | — | |
| SeqTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.685 | — | |
| OSTrackResolution=2562022.03 | 0.683 | — | |
| STARK ST1012022.03 | 0.682 | — | |
| STARKBackbone=ResNet-1012022.03 | 0.682 | — | |
| STARK2022.03 | 0.682 | — | |
| STARK2023.04 | 0.682 | — | |
| STARK2024.12 | 0.682 | — | |
| TransT2022.03 | 0.681 | — | |
| ARTrack256Input Resolution=2562026.04 | 0.681 | — | |
| PrDiMP2021.03 | 0.68 | — | |
| Siam DiMP2022.03 | 0.68 | — | |
| PrDiMP2022.03 | 0.68 | — | |
| PrDiMP-50Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 0.68 | — | |
| PrDiMP2021.03 | 0.68 | — | |
| PrDiMP2022.03 | 0.677 | — | |
| SuperDiMP2022.03 | 0.677 | — | |
| SuperDiMP2021.03 | 0.677 | — | |
| TrDiMP2022.03 | 0.675 | — | |
| TrDiMP2022.03 | 0.675 | — | |
| TrDiMPProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 0.675 | — | |
| TrDiMP2023.04 | 0.675 | — | |
| TrDiMP2024.12 | 0.675 | — | |
| TrDiMP2021.03 | 0.675 | — | |
| TrDiMPSupervision type=Fully Supervised Tracking2026.05 | 0.675 | — | |
| TrDiMP2026.05 | 0.675 | — | |
| TrSiamProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 0.674 | — | |
| Auto Track2022.03 | 0.671 | — | |
| AutoTrack2021.03 | 0.671 | — | |
| ToMPBackbone=ResNet-1012022.03 | 0.669 | — | |
| ToMPBackbone=ResNet-1012022.03 | 0.669 | — | |
| CRACT2022.03 | 0.664 | — | |
| CRACT2022.03 | 0.664 | — | |
| CRACT2021.03 | 0.664 | — | |
| PNTrack-384Supervision type=Self Supervised Tracking, Input resolution=3842026.05 | 0.664 | — | |
| PNTrack-256Supervision type=Self Supervised Tracking, Input resolution=2562026.05 | 0.659 | — | |
| SSTrack-256Supervision type=Self Supervised Tracking, Input resolution=2562026.05 | 0.655 | — | |
| DiMP2020.12 | 0.654 | — | |
| DiMP-50Backbone=ResNet-502021.04 | 0.654 | — | |
| DiMP2021.03 | 0.653 | — | |
| Track DiMP2022.03 | 0.653 | — | |
| DiMP-50Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 0.653 | — | |
| DiMP2021.03 | 0.653 | — | |
| DiMPSupervision type=Fully Supervised Tracking2026.05 | 0.653 | — | |
| Siam AttN2022.03 | 0.65 | — | |
| SiamAttN2022.03 | 0.65 | — | |
| SiamAttN2021.03 | 0.65 | — | |
| STM2022.03 | 0.649 | — | |
| Auto STN2022.03 | 0.649 | — |