From the last several years, with examples,
tracking_solutions:
Classical and newer/larger datasets,
tracking_benchmarks:
Recent tracking solutions on those benchmarks, trackers_results:
| Tracker Name | FPS | TrackingNet testset | - | LaSOT testset | - | VOT'18 ST | - | - | VOT'17 ST | - | - | OTB50 | - | OTB100 | - | VOT'16 ST | - | - | VOT'15 ST | - | - | LaSOT all | - | GOT-10k | - | - | TempleColor128 | NFS | UAV123 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPU | NormPrec | Success | NormPrec | Success | Robustness | Accuracy | EAO | Robustness | Accuracy | EAO | Success | Precision | Success | Precision | Robustness | Accuracy | EAO | Robustness | Accuracy | EAO | NormPrec | Success | SR 0.5 | SR 0.75 | AO | AUC | AUC | AUC | |
| [ICCV'19] DiMP-50 | 43 | 68.7 | 74 | - | 56.9 | 153 | 597 | 0.44 | - | - | - | - | - | 68.4 | - | - | - | - | - | - | - | - | - | 71.7 | 49.2 | 61.1 | - | - | - |
| [ICCV'19] DiMP-18 | 57 | 66.6 | 72.3 | - | 53.5 | 182 | 594 | 402 | - | - | - | - | - | 66 | - | - | - | - | - | - | - | - | - | 67.2 | 44.6 | 57.9 | - | - | - |
| [CVPR'19] ATOM | 30 | 77.1 | 70.3 | 57.6 | 51.5 | 204 | 0.59 | 401 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 63.4 | 55.6 | - | 59 | 65 | ||
| [CVPR'19] SiamRPN++ | 35 | 80 | 73.3 | 56.9 | 49.6 | 234 | 0.6 | 414 | - | - | - | - | - | 69.6 | 914 | - | - | - | - | - | - | - | - | - | - | - | - | - | 61.3 |
| [CVPR'19] SPM | 120 | - | 71.2 | - | 47.1 | - | - | - | 0.3 | 0.58 | 338 | 65.3 | - | 68.7 | - | 0.21 | 0.62 | 434 | - | - | - | - | 48.5 | - | - | - | - | - | - |
| [CVPR'19] C-RPN | 32 | 74.6 | 66.9 | - | 45.5 | - | - | - | - | - | 289 | - | - | - | - | 0.95 | 594 | 363 | - | - | - | - | 45.9 | - | - | - | - | - | - |
| [CVPR'19] SiamMask | 55 | - | - | - | - | 0.38 | 609 | 0.38 | - | - | - | - | - | - | - | 214 | 639 | 433 | - | - | - | - | - | - | - | - | - | - | - |
| [CVPR'19] ASRCF | 28 | - | - | - | 35.9 | 234 | 494 | 328 | 69.2 | 922 | - | - | 187 | 563 | 391 | - | - | - | - | - | - | - | - | - | - | ||||
| [CVPR'19] SiamDW: SiamFC+ | 70 | - | - | - | - | - | - | - | 0.49 | 0.5 | 0.23 | 67 | 0.88 | 64 | 0.85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| [CVPR'19] SiamDW: SiamRPN+ | 150 | - | - | - | - | - | - | - | 0.41 | 0.52 | 0.3 | 67 | 0.92 | 67 | 0.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| [CVPR'19] GCT | 50 | - | - | - | - | - | - | - | - | - | 274 | 67 | 873 | 64.8 | 854 | - | - | - | - | - | - | - | - | - | - | - | - | - | 50.8 |
| [CVPR'19] UDT | 55 | - | - | - | - | - | - | - | - | - | - | - | - | 63.2 | 80.6 | ?? 66 fails | 0.53 | 301 | - | - | - | - | - | - | - | - | - | - | - |
| [CVPR'19] TADT | 33 | - | - | - | - | - | - | - | - | - | - | - | - | 68 | 0.66 | 1.17 | 0.55 | 299 | 1.09 | 0.59 | 327 | - | - | - | - | - | 56.2 | - | - |
| [CVPR'19] RPCF | 5 | - | - | - | - | - | - | - | 234 | 0.5 | 316 | 71.3 | 954 | 69 | 929 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |