Visual Object Tracking on OTB-100 (SUC)
75Success Rate (SUC)GOT-Edit-378
Evaluation results
| Method | Links | |
|---|---|---|
| GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=VGGT, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=53M2026.07 | 75 | |
| GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=DA3-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=28M2026.07 | 74.8 | |
| GOT-JEPAYear=20252026.02 | 73.2 | |
| GOT-JEPAVariant=Highest-resolution / ViT-L prioritized2026.02 | 73.2 | |
| GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=VGGT, Training Data of Tracker=Base, Frames=3, Trainable Parameters=53M2026.07 | 73 | |
| GOT-Edit-252Semantic Feature=DINOv2-L, Geometry Feature=DA3-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=51M2026.07 | 72.6 | |
| LoRATYear=20242026.02 | 72 | |
| LoRATYear=20242026.02 | 72 | |
| LoRAT-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=32M2026.07 | 72 | |
| MCITrack-384Semantic Feature=Fast-iTPN-L, Training Data of Tracker=Base+VastTrack, Frames=5, Trainable Parameters=287M2026.07 | 72 | |
| SAMURAIYear=20262026.02 | 71.5 | |
| SAMURAIYear=20262026.02 | 71.5 | |
| ToMP-378 (Reproduced)Semantic Feature=DINOv2-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=25M2026.07 | 71.5 | |
| ROMTrackYear=20232026.02 | 71.4 | |
| ROMTrackYear=20232026.02 | 71.4 | |
| PiVOTYear=20252026.02 | 71.2 | |
| PiVOTYear=20252026.02 | 71.2 | |
| PiVOT-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=34M2026.07 | 71.2 | |
| HIPTrackYear=20242026.02 | 71 | |
| HIPTrackYear=20242026.02 | 71 | |
| ToMP-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=25M2026.07 | 71 | |
| MPITYear=20252026.02 | 70.9 | |
| MPITYear=20252026.02 | 70.9 | |
| USCLTrackYear=20252026.02 | 70.8 | |
| USCLTrackYear=20252026.02 | 70.8 | |
| ToMPYear=20222026.02 | 70.1 | |
| ToMPYear=20222026.02 | 70.1 | |
| GRMYear=20232026.02 | 68.9 | |
| SuperSBTYear=20242026.02 | 68.9 | |
| GRMYear=20232026.02 | 68.9 | |
| GRM-320Semantic Feature=ViT-MAE-L, Training Data of Tracker=Base, Frames=32026.07 | 68.9 | |
| OSTrackYear=20222026.02 | 68.1 | |
| OSTrackYear=20222026.02 | 68.1 | |
| SATrack-384Semantic Feature=SAViT, Training Data of Tracker=Base, Frames=62026.07 | 67.5 | |
| MFDSTrackYear=20252026.02 | 66.8 | |
| MFDSTrackYear=20252026.02 | 66.8 | |
| SiamONYear=20232026.02 | 64.4 | |
| SiamONYear=20232026.02 | 64.4 |