Visual Tracking on AVisT
60.87AUCSFDATrack
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SFDATrackType=cross-domain2026.07 | 60.87 | — | — | — | 59.7 | |
| UMDATrackType=cross-domain2026.07 | 60.5 | — | — | — | 59.01 | |
| DeTrackResolution=3842025.01 | 60.2 | 69.1 | 50.2 | — | — | |
| DeTrackResolution=2562025.01 | 60.1 | 69.7 | 50.6 | — | — | |
| ROMTrackResolution=3842025.01 | 59.1 | 68.7 | 50.5 | — | — | |
| ReasoningODTrackType=generic2026.07 | 58.63 | — | — | — | 57.36 | |
| ARTrackV2Type=generic2026.07 | 58.52 | — | — | — | 57.65 | |
| UVLTrack-LVariant Type=Performance-oriented2024.01 | 57.8 | 67.9 | 48.7 | — | — | |
| ROMTrackResolution=2562025.01 | 57.8 | 67.6 | 48.6 | — | — | |
| SeqTrackResolution=3842025.01 | 57.8 | 67.4 | 48 | — | — | |
| OSTrackResolution=3842025.01 | 57.7 | 67.3 | 48.3 | — | — | |
| AQATrackType=generic2026.07 | 57.32 | — | — | — | 56.6 | |
| EVPTrackType=generic2026.07 | 57.31 | — | — | — | 55.55 | |
| SeqTrackType=generic2026.07 | 57.15 | — | — | — | 55.3 | |
| SeqTrackResolution=2562025.01 | 56.8 | 66.8 | 45.6 | — | — | |
| UVLTrack-BVariant Type=Basic2024.01 | 56.5 | 66 | 45.1 | — | — | |
| MixformerResolution=3202025.01 | 56.5 | 66.3 | 45.1 | — | — | |
| CTTrackResolution=2562025.01 | 56.3 | 66.1 | 44.8 | — | — | |
| ROMTrackType=generic2026.07 | 56.12 | — | — | — | 55.09 | |
| MixFormer-LVariant Type=Performance-oriented2024.01 | 56 | 65.9 | 46.3 | — | — | |
| DCPTType=cross-domain2026.07 | 55.66 | — | — | — | 52.41 | |
| GRMResolution=3202025.01 | 55.2 | 64.2 | 46.8 | — | — | |
| GRMResolution=2562025.01 | 54.5 | 63.1 | 45.2 | — | — | |
| OSTrackResolution=2562025.01 | 54.2 | 63.2 | 42.2 | — | — | |
| MixFormer-22kVariant Type=Basic2024.01 | 53.7 | 63 | 43 | — | — | |
| LVPTrackType=cross-domain2026.07 | 52.93 | — | — | — | 51.63 | |
| TOMPResolution=2882025.01 | 51.9 | 59.5 | 38.9 | — | — | |
| STARKVariant Type=Basic2024.01 | 51.1 | 59.2 | 39.1 | — | — | |
| STARKResolution=3202025.01 | 51.1 | 59.2 | 39.1 | — | — | |
| SMATType=generic2026.07 | 50.35 | — | — | — | 49.58 | |
| SGLATrackType=generic2026.07 | 50.24 | — | — | — | 50.82 | |
| Alpha-RefineResolution=2882025.01 | 49.6 | 55.7 | 38.2 | — | — | |
| KeepTrackResolution=3522025.01 | 49.4 | 56.3 | 37.8 | — | — | |
| AVTrackType=generic2026.07 | 49.21 | — | — | — | 48.5 | |
| TransTVariant Type=Basic2024.01 | 49 | 56.4 | 37.2 | — | — | |
| TransTResolution=2562025.01 | 49 | 56.4 | 37.2 | — | — | |
| ORTrackType=generic2026.07 | 48.17 | — | — | — | 49.1 | |
| TrDiMPVariant Type=Basic2024.01 | 48.1 | 55.3 | 33.8 | — | — | |
| TMTResolution=3522025.01 | 48.1 | 55.3 | 33.8 | — | — | |
| PrDiMPVariant Type=Basic2024.01 | 43.3 | 48 | 28.7 | — | — | |
| PrDiMPResolution=2882025.01 | 43.3 | 48 | 28.7 | — | — | |
| DiMPVariant Type=Basic2024.01 | 41.9 | 45.7 | 26 | — | — | |
| SiamRPN++Variant Type=Basic2024.01 | 39 | 43.5 | 21.2 | — | — | |
| SiamRPN++Resolution=2552025.01 | 39 | 43.5 | 21.2 | — | — | |
| UDAT-CARType=cross-domain2026.07 | 38.91 | — | — | — | 33.65 | |
| OceanVariant Type=Basic2024.01 | 38.9 | 43.6 | 20.5 | — | — | |
| OceanResolution=2552025.01 | 38.9 | 43.6 | 20.5 | — | — | |
| ATOMResolution=2882025.01 | 38.6 | 41.5 | 22.2 | — | — | |
| SAM-DAType=cross-domain2026.07 | 37.36 | — | — | — | 34.29 | |
| MLKD-TrackType=cross-domain2026.07 | 33.62 | — | — | — | 30.26 | |
| GOT-EditResolution=378, Variant=Vast2026.07 | — | 74.4 | — | — | — | |
| GOT-EditResolution=3782026.07 | — | 73.7 | — | — | — | |
| GOT-JEPAYear=2025, Backbone=ViT-L2026.02 | — | — | — | 63.7 | — | |
| GOT-JEPABackbone=ViT-L2026.07 | — | 73.67 | — | — | — | |
| GRMYear=2023, Backbone=ViT-L or best2026.02 | — | — | — | 54.5 | — | |
| GRM-LBackbone=ViT-L2026.07 | — | 63.83 | — | — | — | |
| LoRATYear=2024, Backbone=ViT-L or best2026.02 | — | — | — | 62 | — | |
| LoRATResolution=3782026.07 | — | 72.4 | — | — | — | |
| OSTrackYear=2022, Backbone=ViT-L or best2026.02 | — | — | — | 57.7 | — | |
| PiVOTYear=2025, Backbone=ViT-L or best2026.02 | — | — | — | 62.2 | — | |
| ROMTrackYear=2023, Backbone=ViT-L or best2026.02 | — | — | — | 59.1 | — | |
| SATrackYear=2025, Backbone=ViT-L or best2026.02 | — | — | — | 58.4 | — | |
| ToMPYear=2022, Backbone=ViT-L or best2026.02 | — | — | — | 50.9 | — | |
| ToMPResolution=3782026.07 | — | 72.6 | — | — | — | |
| ToMP-LBackbone=ViT-L2026.07 | — | 72.55 | — | — | — | |
| UniSOTYear=2026, Backbone=ViT-L or best2026.02 | — | — | — | 57.8 | — | |
| UVLTrack-LBackbone=ViT-L2026.07 | — | 65.11 | — | — | — |