LaSOT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Tracking | LaSOT | AUC89.5 | 519 | |
| Visual Object Tracking | LaSOT (test) | AUC76.6 | 470 | |
| Single Object Tracking | LaSOT (test) | mIoU75.3 | 78 | |
| Single Object Tracking | LaSOT | Norm-Precision86.5 | 46 | |
| Visual Object Tracking | LaSoT | AUC75.1 | 44 | |
| Single Object Tracking | LaSOT-ext | AUC56.6 | 42 | |
| Visual Object Tracking | LaSOT 1.0 (test) | AUC74.2 | 42 | |
| Visual Object Tracking | LaSOT 42 (test) | Success Rate73.4 | 34 | |
| Visual Object Tracking | LaSOT 2019 (test) | AUC72.5 | 31 | |
| Visual Tracking | LaSOT ext | AUC61.2 | 29 | |
| In-Context Object Localization | LaSOT ICL | mIoU65.6 | 24 | |
| Language-guided Visual Tracking | LaSOT | PR81.1 | 21 | |
| Single Object Tracking | LaSOT 23 (test) | AUC72 | 20 | |
| Vision-language tracking | LaSOT ext | AUC0.559 | 18 | |
| Single Object Tracking | LaSOT 18 (test) | Success Rate68.5 | 18 | |
| Visual Object Tracking | LaSOT 11 (test) | AUC71.3 | 17 | |
| Single Object Tracking | LaSOT | Success Rate70 | 15 | |
| Visual Object Tracking | LaSOT ext | Success Rate (SUC)46.9 | 7 | |
| Object Tracking | LaSOT Protocol II (test) | Success54.4 | 7 | |
| Spatio-temporal control | LaSOT (test) | mIoU14.6 | 5 | |
| Tracking Failure Detection | LaSOT | FPR0.6 | 4 |
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