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ResearchFormerly WizWand

Visual Object Tracking on AVisT (SUC)

64.7SUCGOT-Edit-378
50.34854.07457.861.526Feb 16, 2026Mar 10, 2026Apr 2, 2026Apr 24, 2026May 17, 2026Jun 8, 2026Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=DA3-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=28M, Input Resolution=378x3782026.0764.7
GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=VGGT, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=53M, Input Resolution=378x3782026.0764.5
GOT-JEPAVariant=Highest-resolution / ViT-L prioritized2026.0263.7
GOT-Edit-378Semantic Feature=DINOv2-L, Geometry Feature=VGGT, Training Data of Tracker=Base, Frames=3, Trainable Parameters=53M, Input Resolution=378x3782026.0763.7
GOT-JEPAVariant=Highest-resolution (ViT-L prioritized)2026.0763.7
GOT-Edit-252Semantic Feature=DINOv2-L, Geometry Feature=DA3-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=51M, Input Resolution=252x2522026.0763
MCITrack-384Semantic Feature=Fast-iTPN-L, Training Data of Tracker=Base+VastTrack, Frames=5, Trainable Parameters=287M, Input Resolution=3842026.0762.9
PiVOTYear=20252026.0262.2
PiVOT-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=34M, Input Resolution=3782026.0762.2
PiVOTYear=2025, Variant=Highest-resolution (ViT-L prioritized)2026.0762.2
LoRATYear=20242026.0262
LoRAT-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=32M, Input Resolution=3782026.0762
ToMP-378 (Reproduced)Semantic Feature=DINOv2-L, Training Data of Tracker=Base+VastTrack, Frames=3, Trainable Parameters=25M, Input Resolution=3782026.0762
LoRATYear=2024, Variant=Highest-resolution (ViT-L prioritized)2026.0762
ToMP-378Semantic Feature=DINOv2-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=25M, Input Resolution=3782026.0761.5
ROMTrackYear=20232026.0259.1
ROMTrackYear=2023, Variant=Highest-resolution (ViT-L prioritized)2026.0759.1
SATrackYear=20252026.0258.4
SATrackYear=2025, Variant=Highest-resolution (ViT-L prioritized)2026.0758.4
UniSOTYear=20262026.0257.8
SeqTrack-384Semantic Feature=ViT-MAE-L, Training Data of Tracker=Base, Frames=3, Trainable Parameters=309M, Input Resolution=3842026.0757.8
UniSOTYear=2026, Variant=Highest-resolution (ViT-L prioritized)2026.0757.8
OSTrackYear=20222026.0257.7
OSTrackYear=2022, Variant=Highest-resolution (ViT-L prioritized)2026.0757.7
GRMYear=20232026.0254.5
GRM-320Semantic Feature=ViT-MAE-L, Training Data of Tracker=Base, Frames=3, Input Resolution=3202026.0754.5
GRMYear=2023, Variant=Highest-resolution (ViT-L prioritized)2026.0754.5
ToMPYear=20222026.0250.9
ToMPYear=2022, Variant=Highest-resolution (ViT-L prioritized)2026.0750.9