Visual Object Tracking on UAV123 (test)
72.5AUCLORAT-L378
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LORAT-L378Backbone=Large, Resolution=3782024.12 | 72.5 | — | — | — | |
| SPMTrack-BBackbone=Base2025.03 | 71.7 | — | — | — | |
| MCITrack-L384Backbone=Large, Resolution=3842024.12 | 71.5 | — | — | — | |
| SimTrack2023.04 | 71.2 | — | — | — | |
| SimTrack2023.04 | 71.2 | — | — | — | |
| AQATrack-384Source=Ours, Input Resolution=384x3842024.03 | 71.2 | — | — | — | |
| ARTrack-L384Backbone=Large, Resolution=3842024.12 | 71.2 | — | — | — | |
| UVLTrack-LModel Variant=Large, Encoder Layers=122024.01 | 71 | — | — | — | |
| F-BDMTrack-384Source=ICCV23, Input Resolution=384x3842024.03 | 70.9 | — | — | — | |
| MCITrack-L224Backbone=Large, Resolution=2242024.12 | 70.8 | — | — | — | |
| OSTrackResolution=3842024.01 | 70.7 | — | — | — | |
| OSTrack2023.04 | 70.7 | — | — | — | |
| OSTrack2023.04 | 70.7 | — | — | — | |
| AQATrack-256Source=Ours, Input Resolution=256x2562024.03 | 70.7 | — | — | — | |
| OSTrack-384Source=ECCV22, Input Resolution=384x3842024.03 | 70.7 | — | — | — | |
| OSTrack2024.12 | 70.7 | — | — | — | |
| AiATrack2021.12 | 70.6 | — | — | — | |
| AiATrack-320Source=ECCV22, Input Resolution=320x3202024.03 | 70.6 | — | — | — | |
| CSWinTTYear=Ours2022.05 | 70.5 | — | 90.3 | — | |
| SwinTrackModel Variant=Base, Resolution=384x3842021.12 | 70.5 | — | — | — | |
| ARTrack-384Source=CVPR23, Input Resolution=384x3842024.03 | 70.5 | — | — | — | |
| ROMTrack-384Source=ICCV23, Input Resolution=384x3842024.03 | 70.5 | — | — | — | |
| MCITrack-B224Backbone=Base, Resolution=2242024.12 | 70.5 | — | — | — | |
| HIPTrack2025.03 | 70.5 | — | — | — | |
| ARTrack384Resolution=3842025.03 | 70.5 | — | — | — | |
| MixFormerPre-training=ImageNet-22k2021.12 | 70.4 | — | — | — | |
| MixFormer-22kSource=CVPR222024.03 | 70.4 | — | — | — | |
| GRM2023.03 | 70.2 | — | — | — | |
| MCITrack-T224Backbone=Tiny, Resolution=2242024.12 | 69.9 | — | — | — | |
| ARTrackV2-256Resolution=2562024.12 | 69.9 | — | — | — | |
| ARTrackV2-BBackbone=Base2025.03 | 69.9 | — | — | — | |
| SimTrack-B/16Source=ECCV222024.03 | 69.8 | — | — | — | |
| SeqTrack-L256Backbone=Large, Resolution=2562023.04 | 69.7 | — | — | — | |
| SeqTrack-L256Backbone=Large, Resolution=2562023.04 | 69.7 | — | — | — | |
| ROMTrack-256Source=ICCV23, Input Resolution=256x2562024.03 | 69.7 | — | — | — | |
| VideoTrackSource=CVPR232024.03 | 69.7 | — | — | — | |
| KeepTrack2021.03 | 69.7 | — | — | — | |
| MixFormer-LBackbone=Large2025.03 | 69.5 | — | — | — | |
| KeepTrackFastspeed=fast2021.03 | 69.5 | — | — | — | |
| UVLTrack-BModel Variant=Base, Encoder Layers=62024.01 | 69.3 | — | — | — | |
| MCITrack-S224Backbone=Small, Resolution=2242024.12 | 69.3 | — | — | — | |
| STARK-ST50Year=20212022.05 | 69.2 | — | 88.2 | — | |
| SeqTrack-B256Backbone=Base, Resolution=2562023.04 | 69.2 | — | — | — | |
| SeqTrack-B256Backbone=Base, Resolution=2562023.04 | 69.2 | — | — | — | |
| SeqTrack-B256Source=CVPR23, Input Resolution=256x2562024.03 | 69.2 | — | — | — | |
| TransT2021.12 | 69.1 | — | — | — | |
| TransT2023.03 | 69.1 | — | — | — | |
| STARK2023.03 | 69.1 | — | — | — | |
| TransT2023.04 | 69.1 | — | — | — | |
| TransT2023.04 | 69.1 | — | — | — | |
| TransTSource=CVPR212024.03 | 69.1 | — | — | — | |
| TransT2024.12 | 69.1 | — | — | — | |
| TransT2021.03 | 69.1 | — | — | — | |
| ToMPBackbone Depth=502021.12 | 69 | — | — | — | |
| TOMP2023.03 | 69 | — | — | — | |
| F-BDMTrack-256Source=ICCV23, Input Resolution=256x2562024.03 | 69 | — | — | — | |
| SwinTrackModel Variant=Tiny, Resolution=224x2242021.12 | 68.8 | — | — | — | |
| SeqTrack-B384Backbone=Base, Resolution=3842023.04 | 68.6 | — | — | — | |
| SeqTrack-B384Backbone=Base, Resolution=3842023.04 | 68.6 | — | — | — | |
| SeqTrack-B384Source=CVPR23, Input Resolution=384x3842024.03 | 68.6 | — | — | — | |
| SeqTrack-B384Backbone=Base, Resolution=3842025.03 | 68.6 | — | — | — | |
| SeqTrack-L384Backbone=Large, Resolution=3842023.04 | 68.5 | — | — | — | |
| SeqTrack-L384Backbone=Large, Resolution=3842023.04 | 68.5 | — | — | — | |
| SeqTrack-L384Backbone=Large, Resolution=3842024.12 | 68.5 | — | — | — | |
| OSTrack2023.03 | 68.3 | — | — | — | |
| OSTrackResolution=2562024.01 | 68.3 | — | — | — | |
| OSTrack-256Source=ECCV22, Input Resolution=256x2562024.03 | 68.3 | — | — | — | |
| STARK2023.04 | 68.2 | — | — | — | |
| STARK2023.04 | 68.2 | — | — | — | |
| STARK2024.12 | 68.2 | — | — | — | |
| TransTYear=20212022.05 | 68.1 | — | 87.6 | — | |
| TransT2024.01 | 68.1 | — | — | — | |
| SuperDiMP2021.03 | 68.1 | — | — | — | |
| PrDiMP-50Speed (FPS)=302021.03 | 68 | — | — | — | |
| PrDiMP2021.04 | 68 | — | — | — | |
| PrDiMPBackbone=ResNet-502024.01 | 68 | — | — | — | |
| PrDiMP2021.03 | 68 | — | — | — | |
| ARTrack-256Source=CVPR23, Input Resolution=256x2562024.03 | 67.7 | — | — | — | |
| TrDiMPSpeed (FPS)=262021.03 | 67.5 | — | — | — | |
| TMT2023.03 | 67.5 | — | — | — | |
| TrDiMP2023.04 | 67.5 | — | — | — | |
| TrDiMP2023.04 | 67.5 | — | — | — | |
| TrDiMPSource=CVPR212024.03 | 67.5 | — | — | — | |
| TrDiMP2021.03 | 67.5 | — | — | — | |
| TrSiamSpeed (FPS)=352021.03 | 67.4 | — | — | — | |
| TrDiMPYear=20212022.05 | 67 | — | 87.6 | — | |
| ECTTrackGPU FPS=104, CPU FPS=462026.02 | 67 | — | — | — | |
| TREG2021.04 | 66.9 | — | 88.4 | — | |
| PrDiMPYear=20202022.05 | 66.6 | — | 87.2 | — | |
| AsymTrack-BGPU FPS=135, CPU FPS=322026.02 | 66.5 | — | — | — | |
| LiteTrack-B4GPU FPS=195, CPU FPS=292026.02 | 66.4 | — | — | — | |
| CRACT2021.03 | 66.4 | — | — | — | |
| MixformerV2GPU FPS=133, CPU FPS=312026.02 | 65.8 | — | — | — | |
| FARTracktinyGPU FPS=135, CPU FPS=532026.02 | 65.8 | — | — | — | |
| HiT-BaseGPU FPS=116, CPU FPS=302026.02 | 65.6 | — | — | — | |
| AsymTrack-SGPU FPS=136, CPU FPS=482026.02 | 65.6 | — | — | — | |
| DiMPbackbone=ResNet-502019.04 | 65.4 | — | — | — | |
| DiMP2021.04 | 65.4 | — | — | — | |
| DiMP2023.03 | 65.4 | — | — | — | |
| DiMPEvaluation Protocol=finetuned2024.03 | 65.4 | — | — | — |