Visual Object Tracking on OTB-100 (AUC)
73.6AUCETCTrack
Evaluation results
| Method | Links | |
|---|---|---|
| ETCTrackResolution=384x384, Backbone=Base, Source=Ours2026.05 | 73.6 | |
| ETCTrackResolution=224x224, Backbone=Base, Source=Ours2026.05 | 73.3 | |
| SPMTrackResolution=384x384, Backbone=Base2026.05 | 72.7 | |
| CRACT2022.03 | 72.6 | |
| CRACT2022.03 | 72.6 | |
| CRACT2021.03 | 72.6 | |
| ODTrackVariant=Large2024.01 | 72.4 | |
| ODTrackVariant=Base2024.01 | 72.3 | |
| ODTrackResolution=384x384, Backbone=Base2026.05 | 72.3 | |
| LoRAT-L378Supervision type=Fully Supervised Tracking, Input resolution=3782026.05 | 72 | |
| DreamTrackSupervision type=Fully Supervised Tracking2026.05 | 72 | |
| DreamTrackResolution=384x384, Backbone=Base2026.05 | 72 | |
| Siam R-CNN2022.03 | 71.9 | |
| STMTrack2022.03 | 71.9 | |
| STMTrack2021.03 | 71.9 | |
| Super DiMP2022.03 | 71.4 | |
| Siam Match2022.03 | 71.4 | |
| Retina MAML2022.03 | 71.2 | |
| Siam AttN2022.03 | 71.2 | |
| SiamAttN2022.03 | 71.2 | |
| KeepTrackFastmode=Fast2021.03 | 71.2 | |
| Retina MAML2021.03 | 71.2 | |
| SiamAttN2021.03 | 71.2 | |
| PNTrack-384Supervision type=Self Supervised Tracking, Input resolution=3842026.05 | 71.2 | |
| TrDiMP2022.03 | 71.1 | |
| TrDiMP2022.03 | 71.1 | |
| TrDiMPProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 71.1 | |
| TransInMo2024.01 | 71.1 | |
| TrDiMP2021.03 | 71.1 | |
| GAT2022.03 | 71 | |
| GAT2021.03 | 71 | |
| HIPTrackSupervision type=Fully Supervised Tracking2026.05 | 71 | |
| HIPTrackResolution=384x384, Backbone=Base2026.05 | 71 | |
| KeepTrack2022.03 | 70.9 | |
| DCFST2022.03 | 70.9 | |
| KeepTrack2022.03 | 70.9 | |
| KeepTrackSpeed (fps)=182022.07 | 70.9 | |
| SBT2024.01 | 70.9 | |
| KeepTrack2021.03 | 70.9 | |
| DCFST2021.03 | 70.9 | |
| TrSiamProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 70.8 | |
| DiMP-NCE+2020.05 | 70.7 | |
| FCOS MAML2022.03 | 70.4 | |
| FCOS MAML2021.03 | 70.4 | |
| UPDT2020.05 | 70.2 | |
| UPDT2022.03 | 70.2 | |
| UPDT2021.03 | 70.2 | |
| SiamRCNNBackbone=ResNet1012020.05 | 70.1 | |
| DiMP-KLD-IS2020.05 | 70.1 | |
| ToMPBackbone=ResNet-1012022.03 | 70.1 | |
| ToMPBackbone=ResNet-502022.03 | 70.1 | |
| PrDiMP2022.03 | 70.1 | |
| STM2022.03 | 70.1 | |
| ToMPBackbone=ResNet-1012022.03 | 70.1 | |
| ToMPBackbone=ResNet-502022.03 | 70.1 | |
| SuperDiMP2022.03 | 70.1 | |
| Siam R-CNN2022.03 | 70.1 | |
| SiamR-CNNProcessing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 70.1 | |
| SuperDiMP2021.03 | 70.1 | |
| Siam R-CNN2021.03 | 70.1 | |
| Mixformer2024.01 | 70 | |
| MixformerSupervision type=Fully Supervised Tracking2026.05 | 70 | |
| TLPG2022.03 | 69.8 | |
| SiamRPN++2020.05 | 69.6 | |
| PrDiMP2020.05 | 69.6 | |
| Siam DiMP2022.03 | 69.6 | |
| Retina RPN++2022.03 | 69.6 | |
| Siam BAN2022.03 | 69.6 | |
| PrDiMP2022.03 | 69.6 | |
| SiamRPN++Speed (fps)=352022.07 | 69.6 | |
| PrDiMP50Speed (fps)=302022.07 | 69.6 | |
| AiATrackSpeed (fps)=382022.07 | 69.6 | |
| SiamRPN++Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 69.6 | |
| PrDiMP-50Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 69.6 | |
| TransT2024.01 | 69.6 | |
| PrDiMP2021.03 | 69.6 | |
| SiamRPN++2021.03 | 69.6 | |
| SiamBAN2021.03 | 69.6 | |
| KYS2022.03 | 69.5 | |
| KYS2022.03 | 69.5 | |
| KYS2021.03 | 69.5 | |
| TransT2022.03 | 69.4 | |
| TransT2022.03 | 69.4 | |
| TransTSpeed (fps)=502022.07 | 69.4 | |
| TransT2021.03 | 69.4 | |
| TransTSupervision type=Fully Supervised Tracking2026.05 | 69.4 | |
| DiMP-NCE2020.05 | 69.3 | |
| Auto STN2022.03 | 69.3 | |
| STN2021.03 | 69.3 | |
| ECO2022.03 | 69.1 | |
| PG-NET2022.03 | 69.1 | |
| TransTProcessing Mode=non-realtime, CPU Speed (FPS)=52021.12 | 69.1 | |
| ECO2021.03 | 69.1 | |
| PG-NET2021.03 | 69.1 | |
| PNTrack-256Supervision type=Self Supervised Tracking, Input resolution=2562026.05 | 68.8 | |
| STARK SAOT2022.03 | 68.5 | |
| STARKBackbone=ResNet-502022.03 | 68.5 | |
| STARK-ST50Speed (fps)=422022.07 | 68.5 | |
| DiMP2020.05 | 68.4 | |
| Track DiMP2022.03 | 68.4 |