Visual Object Tracking on GOT-10k Restricted Protocol (test)
74.8AOSeqTrack-L384
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SeqTrack-L384Architecture Category=Seq2Seq, Backbone=ViT-Large, Input Resolution=384x384, Training Constraint=GOT-10k training set only2023.04 | 74.8 | 81.9 | 72.2 | |
| SeqTrack-B256Architecture Category=Seq2Seq, Backbone=ViT-Base, Input Resolution=256x256, Training Constraint=GOT-10k training set only2023.04 | 74.7 | 84.7 | 71.8 | |
| SeqTrack-L256Architecture Category=Seq2Seq, Backbone=ViT-Large, Input Resolution=256x256, Training Constraint=GOT-10k training set only2023.04 | 74.5 | 83.2 | 72 | |
| SeqTrack-B384Architecture Category=Seq2Seq, Backbone=ViT-Base, Input Resolution=384x384, Training Constraint=GOT-10k training set only2023.04 | 74.5 | 84.3 | 71.4 | |
| OSTrack-384Architecture Category=Classification + Regression, Input Resolution=384x3842023.04 | 73.7 | 83.2 | 70.8 | |
| SwinTrackArchitecture Category=Classification + Regression2023.04 | 72.4 | — | 67.8 | |
| OSTrack-256Architecture Category=Classification + Regression, Input Resolution=256x2562023.04 | 71 | 80.4 | 68.2 | |
| Mixformer-22kArchitecture Category=Corner Prediction2023.04 | 70.7 | 80 | 67.8 | |
| SBTArchitecture Category=Classification + Regression2023.04 | 70.4 | 80.8 | 64.7 | |
| SimTrackArchitecture Category=Corner Prediction2023.04 | 69.8 | 78.8 | 66 | |
| AiATrackArchitecture Category=Corner Prediction2023.04 | 69.6 | 83.2 | 63.2 | |
| CSWinTTArchitecture Category=Corner Prediction2023.04 | 69.4 | 78.9 | 65.4 | |
| STARKArchitecture Category=Corner Prediction2023.04 | 68.8 | 78.1 | 64.1 | |
| TrDiMPArchitecture Category=Classification + Regression2023.04 | 68.8 | 80.5 | 59.7 | |
| SLTArchitecture Category=Classification + Regression2023.04 | 67.5 | 76.5 | 60.3 | |
| UTTArchitecture Category=Corner Prediction2023.04 | 67.2 | 76.3 | 60.5 | |
| TransTArchitecture Category=Classification + Regression2023.04 | 67.1 | 76.8 | 60.9 | |
| AutoMatchArchitecture Category=Classification + Regression2023.04 | 65.2 | 76.6 | 54.3 | |
| SiamR-CNNArchitecture Category=Classification + Regression2023.04 | 64.9 | 72.8 | 59.7 | |
| OceanArchitecture Category=Classification + Regression2023.04 | 61.1 | 72.1 | 47.3 | |
| DiMPArchitecture Category=Classification + Regression2023.04 | 61.1 | 71.7 | 49.2 | |
| ATOMArchitecture Category=Classification + Regression2023.04 | 55.6 | 63.4 | 40.2 | |
| SiamPRN++Architecture Category=Classification + Regression2023.04 | 51.7 | 61.6 | 32.5 |