Visual Object Tracking on LaSOT 2019 (test)
72.5AUCSeqTrack-L384
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SeqTrack-L384Architecture Category=Seq2Seq, Backbone=ViT-Large, Input Resolution=384x3842023.04 | 72.5 | 81.5 | 79.3 | |
| SeqTrack-L256Architecture Category=Seq2Seq, Backbone=ViT-Large, Input Resolution=256x2562023.04 | 72.1 | 81.7 | 79 | |
| SeqTrack-B384Architecture Category=Seq2Seq, Backbone=ViT-Base, Input Resolution=384x3842023.04 | 71.5 | 81.1 | 77.8 | |
| SwinTrackArchitecture Category=Classification + Regression2023.04 | 71.3 | — | 76.5 | |
| OSTrack-384Architecture Category=Classification + Regression, Input Resolution=384x3842023.04 | 71.1 | 81.1 | 77.6 | |
| SimTrackArchitecture Category=Corner Prediction2023.04 | 70.5 | 79.7 | — | |
| Mixformer-LArchitecture Category=Corner Prediction, Backbone=ViT-Large2023.04 | 70.1 | 79.9 | 76.3 | |
| SeqTrack-B256Architecture Category=Seq2Seq, Backbone=ViT-Base, Input Resolution=256x2562023.04 | 69.9 | 79.7 | 76.3 | |
| RTSArchitecture Category=Classification + Regression2023.04 | 69.7 | 76.2 | 73.7 | |
| Mixformer-22kArchitecture Category=Corner Prediction2023.04 | 69.2 | 78.7 | 74.7 | |
| OSTrack-256Architecture Category=Classification + Regression, Input Resolution=256x2562023.04 | 69.1 | 78.7 | 75.2 | |
| AiATrackArchitecture Category=Corner Prediction2023.04 | 69 | 79.4 | 73.8 | |
| UnicornArchitecture Category=Classification + Regression2023.04 | 68.5 | — | — | |
| ToMPArchitecture Category=Classification + Regression2023.04 | 68.5 | 79.2 | 73.5 | |
| STARKArchitecture Category=Corner Prediction2023.04 | 67.1 | 77 | — | |
| KeepTrackArchitecture Category=Classification + Regression2023.04 | 67.1 | 77.2 | 70.2 | |
| SLTArchitecture Category=Classification + Regression2023.04 | 66.8 | 75.5 | — | |
| SBTArchitecture Category=Classification + Regression2023.04 | 66.7 | — | 71.1 | |
| CSWinTTArchitecture Category=Corner Prediction2023.04 | 66.2 | 75.2 | 70.9 | |
| TransTArchitecture Category=Classification + Regression2023.04 | 64.9 | 73.8 | 69 | |
| SiamR-CNNArchitecture Category=Classification + Regression2023.04 | 64.8 | 72.2 | — | |
| UTTArchitecture Category=Corner Prediction2023.04 | 64.6 | — | 67.2 | |
| TrDiMPArchitecture Category=Classification + Regression2023.04 | 63.9 | — | 61.4 | |
| AutoMatchArchitecture Category=Classification + Regression2023.04 | 58.3 | — | 59.9 | |
| DiMPArchitecture Category=Classification + Regression2023.04 | 56.9 | 65 | 56.7 | |
| SiamAttnArchitecture Category=Classification + Regression2023.04 | 56 | 64.8 | — | |
| OceanArchitecture Category=Classification + Regression2023.04 | 56 | 65.1 | 56.6 | |
| ATOMArchitecture Category=Classification + Regression2023.04 | 51.5 | 57.6 | 50.5 | |
| SiamBANArchitecture Category=Classification + Regression2023.04 | 51.4 | 59.8 | — | |
| SiamPRN++Architecture Category=Classification + Regression2023.04 | 49.6 | 56.9 | 49.1 | |
| DSTrpnArchitecture Category=Classification + Regression2023.04 | 43.4 | 54.4 | — |