Visual Tracking on LaSOT ext
61.2AUCSUMO-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SUMO-LSource=Ours, Model Size=L2026.06 | 61.2 | 72.2 | 73.9 | |
| SAMURAI-LSource=ArXiv’25, Model Size=L2026.06 | 59 | 71.7 | 70.1 | |
| SUMO-SSource=Ours, Model Size=S2026.06 | 57.3 | 66.8 | 68.5 | |
| SUMO-BSource=Ours, Model Size=B2026.06 | 56.7 | 65.8 | 68.2 | |
| LoRAT-L378Multi Modal=false2026.05 | 56.6 | 69 | 65.1 | |
| OneTrackerV2-L384Multi Modal=true2026.05 | 55.2 | 66.1 | 62.9 | |
| OneTrackerV2-L224Multi Modal=true2026.05 | 54.8 | 65.8 | 62.2 | |
| ARPTrack-L384Multi Modal=false2026.05 | 54.2 | 64.4 | 61.2 | |
| OneTrackerV2-B384Multi Modal=true2026.05 | 54.1 | 65.1 | 61.3 | |
| SUTrack-L224Multi Modal=true2026.05 | 54 | 65.3 | 61.7 | |
| ODTrack-L384Multi Modal=false2026.05 | 53.9 | 65.4 | 61.7 | |
| EVPTrack-B384Source=AAAI’24, Resolution=3842026.06 | 53.7 | 65.5 | 61.9 | |
| SUTrack-L384Multi Modal=true2026.05 | 53.6 | 64.2 | 60.5 | |
| ARTrackV2-L384Multi Modal=false2026.05 | 53.4 | 63.7 | 60.2 | |
| OneTrackerV2-B224Multi Modal=true2026.05 | 53.2 | 64.3 | 60.8 | |
| SUTrack-B224Multi Modal=true2026.05 | 53.1 | 64.2 | 60.5 | |
| LoRAT-B378Multi Modal=false2026.05 | 53.1 | 64.8 | 60.6 | |
| SUTrack-B384Multi Modal=true2026.05 | 52.9 | 63.6 | 60.1 | |
| LoRAT-L224Source=ECCV’24, Resolution=2242026.06 | 52.8 | 64.7 | 60 | |
| AQATrack-L384Source=CVPR’24, Resolution=3842026.06 | 52.7 | 64.2 | 60.8 | |
| ODTrack-B384Multi Modal=false2026.05 | 52.4 | 63.9 | 60.1 | |
| ODTrack-B384Source=AAAI’24, Resolution=3842026.06 | 52.4 | 63.9 | 60.1 | |
| ARPTrack-B256Multi Modal=false2026.05 | 52 | 62.9 | 58.7 | |
| ARTrackV2-256Multi Modal=false2026.05 | 50.8 | 61.9 | 57.7 | |
| OSTrack384Source=ECCV’22, Resolution=3842026.06 | 50.5 | 61.3 | 57.6 | |
| SeqTrack-B384Source=CVPR’23, Resolution=3842026.06 | 50.5 | 61.6 | 57.5 | |
| LoRAT-B224Source=ECCV’24, Resolution=2242026.06 | 50.3 | 61.6 | 57.1 | |
| ROMTrack-B256Source=ICCV’23, Resolution=2562026.06 | 47.2 | 53.5 | 52.9 | |
| SiamRPN++Source=CVPR’192026.06 | 34 | 41.6 | 39.6 |