Visual Object Tracking on NFS
0.713AUCSUTrack-B224
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SUTrack-B224Backbone=Base, Input Resolution=2242024.12 | 0.713 | — | |
| RELO-L256Model Scale=Large, Input Resolution=2562026.05 | 0.713 | — | |
| ETCTrackResolution=224x224, Backbone=Base, Source=Ours2026.05 | 0.713 | — | |
| ETCTrackResolution=384x384, Backbone=Base, Source=Ours2026.05 | 0.712 | — | |
| SUTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.703 | — | |
| RELO-B256Model Scale=Base, Input Resolution=2562026.05 | 0.7 | — | |
| SUTrack-L224Backbone=Large, Input Resolution=2242024.12 | 0.698 | — | |
| SUTrack-B384Backbone=Base, Input Resolution=3842024.12 | 0.693 | — | |
| SUTrack-T224Backbone=Tiny, Input Resolution=2242024.12 | 0.684 | — | |
| ARTrackV2-L384Backbone=Large, Input Resolution=3842024.12 | 0.684 | — | |
| ARTrackV2Resolution=384x384, Backbone=Large2026.05 | 0.684 | — | |
| HIPTrackResolution=384x384, Backbone=Base2026.05 | 0.681 | — | |
| ARTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.679 | — | |
| ARTrack-L384Model Scale=Large, Input Resolution=3842026.05 | 0.679 | — | |
| SeqTrackBackbone=Base, Resolution=2562023.04 | 0.676 | — | |
| SPMTrackResolution=384x384, Backbone=Base2026.05 | 0.674 | — | |
| ToMPBackbone=ResNet-502022.03 | 0.669 | — | |
| ToMPBackbone=ResNet-502022.03 | 0.669 | — | |
| SeqTrackBackbone=Large, Resolution=2562023.04 | 0.669 | — | |
| SeqTrack-L256Model Scale=Large, Input Resolution=2562026.05 | 0.669 | — | |
| ToMPBackbone=ResNet-1012022.03 | 0.667 | — | |
| ToMPBackbone=ResNet-1012022.03 | 0.667 | — | |
| SeqTrackBackbone=Base, Resolution=3842023.04 | 0.667 | — | |
| LORAT-L378Backbone=Large, Input Resolution=3782024.12 | 0.667 | — | |
| LoRATResolution=378x378, Backbone=Large2026.05 | 0.667 | — | |
| SeqTrackResolution=384x384, Backbone=Base2026.05 | 0.667 | — | |
| LoRAT-L224Model Scale=Large, Input Resolution=2242026.05 | 0.666 | — | |
| TrDiMPProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 0.665 | — | |
| OSTrackResolution=3842022.03 | 0.665 | — | |
| OSTrack2023.04 | 0.665 | — | |
| TrDiMP2023.04 | 0.665 | — | |
| OSTrack2024.12 | 0.665 | — | |
| TrDiMP2024.12 | 0.665 | — | |
| TrDiMP2026.05 | 0.665 | — | |
| OSTrack2026.05 | 0.665 | — | |
| KeepTrack2022.03 | 0.664 | — | |
| KeepTrack2022.03 | 0.664 | — | |
| STARK-ST50Processing Mode=non-realtime, CPU Speed (FPS)=92021.12 | 0.664 | — | |
| STARK ST1012022.03 | 0.662 | — | |
| TrDiMP2022.03 | 0.662 | — | |
| STARKBackbone=ResNet-1012022.03 | 0.662 | — | |
| TrDiMP2022.03 | 0.662 | — | |
| STARK2022.03 | 0.662 | — | |
| SeqTrackBackbone=Large, Resolution=3842023.04 | 0.662 | — | |
| STARK2023.04 | 0.662 | — | |
| SeqTrack-L384Backbone=Large, Input Resolution=3842024.12 | 0.662 | — | |
| STARK2024.12 | 0.662 | — | |
| DreamTrackResolution=384x384, Backbone=Base2026.05 | 0.661 | — | |
| TrSiamProcessing Mode=non-realtime, CPU Speed (FPS)=62021.12 | 0.658 | — | |
| TransT2022.03 | 0.657 | — | |
| TransT2022.03 | 0.657 | — | |
| TransTProcessing Mode=non-realtime, CPU Speed (FPS)=52021.12 | 0.657 | — | |
| TransT2023.04 | 0.657 | — | |
| TransT2024.12 | 0.657 | — | |
| TransT2026.05 | 0.657 | — | |
| Super DiMP2022.03 | 0.656 | — | |
| RTS2022.03 | 0.654 | — | |
| TransT2022.03 | 0.653 | — | |
| STARK SAOT2022.03 | 0.652 | — | |
| STARKBackbone=ResNet-502022.03 | 0.652 | — | |
| PrDiMP2022.03 | 0.648 | — | |
| Super DiMP2022.03 | 0.648 | — | |
| OSTrackResolution=2562022.03 | 0.647 | — | |
| DCFST2022.03 | 0.641 | — | |
| STM2022.03 | 0.639 | — | |
| Siam AttN2022.03 | 0.639 | — | |
| SiamR-CNNProcessing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 0.639 | — | |
| Siam DiMP2022.03 | 0.635 | — | |
| KYS2022.03 | 0.635 | — | |
| PrDiMP2022.03 | 0.635 | — | |
| Siam R-CNN2022.03 | 0.635 | — | |
| PrDiMP-50Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 0.635 | — | |
| CRACT2022.03 | 0.625 | — | |
| CRACT2022.03 | 0.625 | — | |
| Track DiMP2022.03 | 0.62 | — | |
| KYS2022.03 | 0.62 | — | |
| DiMP-50Processing Mode=non-realtime, CPU Speed (FPS)=152021.12 | 0.62 | — | |
| DiMP502022.03 | 0.618 | — | |
| DiMP2023.04 | 0.618 | — | |
| DiMP2024.12 | 0.618 | — | |
| DiMP2022.03 | 0.615 | — | |
| MaxGroup=High2020.09 | 0.61 | 0.74 | |
| AAAGroup=High2020.09 | 0.61 | 0.75 | |
| SiamRPN++Group=High2020.09 | 0.6 | 0.74 | |
| Siam BAN2022.03 | 0.594 | — | |
| E.T.TrackProcessing Mode=realtime, CPU Speed (FPS)=472021.12 | 0.59 | — | |
| ATOM2022.03 | 0.584 | — | |
| ATOMProcessing Mode=non-realtime, CPU Speed (FPS)=202021.12 | 0.584 | — | |
| ATOM2022.03 | 0.583 | — | |
| ATOM2023.04 | 0.583 | — | |
| ATOM2024.12 | 0.583 | — | |
| ATOMGroup=High2020.09 | 0.58 | 0.69 | |
| AAAExpert Group=Low Group2020.09 | 0.58 | 0.69 | |
| SiamMCFGroup=High2020.09 | 0.57 | 0.7 | |
| SPMGroup=High2020.09 | 0.57 | 0.67 | |
| THORGroup=High2020.09 | 0.57 | 0.68 | |
| MCCTGroup=High2020.09 | 0.57 | 0.69 | |
| RandomGroup=High2020.09 | 0.57 | 0.69 | |
| SiamRPNExpert Group=Low Group2020.09 | 0.56 | 0.66 | |
| LT-MobileProcessing Mode=realtime, CPU Speed (FPS)=472021.12 | 0.553 | — |