Single Object Tracking on LaSOT-ext
56.6AUCLORAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LORATResolution=378, Model Size=Large2024.12 | 56.6 | 69 | 65.1 | |
| UNINEXTBackbone=ViT-H2023.03 | 56.2 | 63.8 | 63.8 | |
| UNINEXTBackbone=ConvNeXt-L2023.03 | 54.4 | 61.8 | 61.4 | |
| SUTrackResolution=224, Model Size=Large2024.12 | 54 | 65.3 | 61.7 | |
| ODTrackResolution=384, Model Size=Large2024.12 | 53.9 | 65.4 | 61.7 | |
| ODTrack-L384Train=Seq, Temp.=32025.05 | 53.9 | 65.4 | 61.7 | |
| SUTrackResolution=384, Model Size=Large2024.12 | 53.6 | 64.2 | 60.5 | |
| ARTrackV2Resolution=384, Model Size=Large2024.12 | 53.4 | 63.7 | 60.2 | |
| ARTrackV2-L384Train=Seq, Temp.=22025.05 | 53.4 | 63.7 | 60.2 | |
| SUTrackResolution=224, Model Size=Base2024.12 | 53.1 | 64.2 | 60.5 | |
| LORATResolution=378, Model Size=Base2024.12 | 53.1 | 64.8 | 60.6 | |
| SUTrackResolution=384, Model Size=Base2024.12 | 52.9 | 63.6 | 60.1 | |
| ARTrackResolution=384, Model Size=Large2024.12 | 52.8 | 62.9 | 59.7 | |
| OSTrack-B384 + MPTTrain=Frame, Temp.=12025.05 | 52.8 | 64 | 60.7 | |
| DropTrackResolution=224, Model Size=Base2024.12 | 52.7 | 63.9 | 60.2 | |
| ODTrackResolution=384, Model Size=Base2024.12 | 52.4 | 63.9 | 60.1 | |
| ODTrack-B384Train=Seq, Temp.=32025.05 | 52.4 | 63.9 | 60.1 | |
| ARTrack-L384Train=Seq, Temp.=12025.05 | 52 | 62.4 | 59 | |
| SeqTrack-L384 + MPTTrain=Frame, Temp.=22025.05 | 51.7 | 62.7 | 58.8 | |
| ROMTrackResolution=384, Model Size=Base2024.12 | 51.3 | 62.4 | 58.6 | |
| ROMTrack-B384Train=Frame, Temp.=22025.05 | 51.3 | 62.4 | 58.6 | |
| UNINEXTBackbone=ResNet-502023.03 | 51.2 | 58.1 | 58.1 | |
| AQATrackResolution=256, Model Size=Base2024.12 | 51.2 | 62.2 | 58.9 | |
| OSTrack-B384Train=Frame, Temp.=12025.05 | 50.9 | 61.6 | 57.7 | |
| ARTrackV2Resolution=256, Model Size=Base2024.12 | 50.8 | 61.9 | 57.7 | |
| SeqTrack-B256 + MPTTrain=Frame, Temp.=22025.05 | 50.8 | 62.4 | 58 | |
| ARTrackV2-B256Train=Seq, Temp.=22025.05 | 50.8 | 61.9 | 57.7 | |
| SeqTrackResolution=384, Model Size=Large2024.12 | 50.7 | 61.6 | 57.5 | |
| OSTrackBackbone=ViT-B2023.03 | 50.5 | 61.3 | 57.6 | |
| SeqTrackBackbone=ViT-B2023.03 | 50.5 | 61.6 | 57.5 | |
| ARTrack-B256 + MPTTrain=Frame, Temp.=12025.05 | 50.4 | 60.7 | 57.5 | |
| SeqTrack-L384Train=Frame, Temp.=22025.05 | 50.4 | 61.2 | 57.2 | |
| SeqTrack-B256Train=Frame, Temp.=22025.05 | 49.8 | 61.2 | 56.8 | |
| ROMTrack-B256Train=Frame, Temp.=22025.05 | 48.9 | 59.3 | 55 | |
| EVPTrackResolution=224, Model Size=Base2024.12 | 48.7 | 59.5 | 55.1 | |
| OSTrack-B256 + MPTTrain=Frame, Temp.=12025.05 | 48.7 | 59.1 | 55.2 | |
| ARTrack-B256Train=Seq, Temp.=12025.05 | 48.4 | 57.7 | 53.7 | |
| KeepTrackBackbone=ResNet-502023.03 | 48.2 | — | — | |
| OSTrack-B256Train=Frame, Temp.=12025.05 | 46.9 | 56.9 | 52.8 | |
| AiATrackTrain=Frame, Temp.=22025.05 | 46.8 | 54.4 | 54.2 | |
| ToMP-101Train=Frame, Temp.=12025.05 | 45.9 | — | — | |
| LTMU2023.03 | 41.4 | 49.9 | 47.3 |