Multi-Object Tracking on MOT17 1.0 (test)
80.6MOTAFeatureSORT
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FeatureSORTversion=v72024.07 | 80.6 | 64.2 | 76.7 | 27,581 | 84,362 | 2,637 | — | — | — | — | — | |
| FeatureSORTversion=v92024.07 | 79.6 | 63 | 77.2 | 29,588 | 83,132 | 2,269 | — | — | — | — | — | |
| ByteTrack2024.07 | 78.9 | 62.8 | 77.2 | 25,491 | 83,721 | 2,196 | — | — | — | — | — | |
| FeatureSORTversion=v82024.07 | 78.4 | 62.4 | 76.6 | 30,294 | 87,928 | 1,023 | — | — | — | — | — | |
| StrongSORT2024.07 | 78.3 | 63.5 | 78.5 | 27,876 | 86,205 | 1,446 | — | — | — | — | — | |
| DeepSORT2024.07 | 78 | 61.2 | 74.5 | 29,852 | 94,716 | 1,821 | — | — | — | — | — | |
| CorrTracker2024.07 | 76.4 | 58.4 | 73.6 | 29,808 | 99,510 | 3,369 | — | — | — | — | — | |
| SGT2024.07 | 76.3 | 57.3 | 72.8 | 25,974 | 102,885 | 4,101 | — | — | — | — | — | |
| OMC2024.07 | 76 | 57.1 | 73.8 | 28,894 | 101,022 | — | — | — | — | — | — | |
| CSTrack2024.07 | 74.9 | 59.3 | 72.3 | 23,847 | 114,303 | 3,567 | — | — | — | — | — | |
| OMC-F2024.07 | 74.7 | 56.8 | 73.8 | 30,162 | 108,556 | — | — | — | — | — | — | |
| TransTrack2024.07 | 74.5 | 54.1 | 63.9 | 28,323 | 112,137 | 3,663 | — | — | — | — | — | |
| RelationTrack2024.07 | 73.8 | 59.9 | 74.7 | 27,999 | 118,623 | 1,374 | — | — | — | — | — | |
| FairMOT2024.07 | 73.7 | 59.3 | 72.3 | 27,507 | 117,477 | 3,303 | — | — | — | — | — | |
| GSDT2024.07 | 73.2 | 55.2 | 66.5 | 26,397 | 120,666 | 3,891 | — | — | — | — | — | |
| MTrackDetection protocol=private detection2022.03 | 72.1 | — | 73.5 | 53,361 | 101,844 | 2,028 | — | 49 | 16.8 | — | — | |
| SOTMOT2024.07 | 71 | 64.1 | 71.9 | 39,537 | 118,983 | 5,184 | — | — | — | — | — | |
| TransCenerDetection protocol=private detection2022.03 | 70 | — | 62.1 | 28,119 | 136,722 | 4,647 | — | 38.9 | 20.4 | — | — | |
| MATDetection protocol=private detection2022.03 | 69.5 | — | 63.1 | 30,660 | 138,741 | 2,844 | — | 43.8 | 18.9 | — | — | |
| TraDes2024.07 | 69.1 | 52.7 | 63.9 | 20,892 | 150,060 | 3,555 | — | — | — | — | — | |
| TraDeSDetection protocol=private detection2022.03 | 69.1 | — | 63.9 | 20,892 | 150,060 | 3,555 | — | 37.3 | 20 | — | — | |
| QDTrack2024.07 | 68.7 | 63.5 | 66.3 | 26,598 | 146,643 | 3,378 | — | — | — | — | — | |
| CenterTrack2024.07 | 67.8 | 60.3 | 64.7 | 18,489 | 160,332 | 3,039 | — | — | — | — | — | |
| CenterTrackDetection protocol=private detection2022.03 | 67.8 | — | 64.7 | 18,489 | 160,332 | 3,039 | — | 34.6 | 24.6 | — | — | |
| CTracker2024.07 | 66.6 | 49 | 57.4 | 22,284 | 160,491 | 5,529 | — | — | — | — | — | |
| CTrackerDetection protocol=private detection2022.03 | 66.6 | — | 57.4 | 22,284 | 160,491 | 5,529 | — | 32.2 | 24.2 | — | — | |
| QDTrackDetection protocol=private detection2022.03 | 66.3 | — | 68.7 | 26,589 | 146,643 | 3,378 | — | 40.6 | 21.9 | — | — | |
| MOTRDetection protocol=private detection2022.03 | 65.1 | — | 66.4 | 45,486 | 149,307 | 2,049 | — | 33 | 25.2 | — | — | |
| GMTCTDetection protocol=private detection2022.03 | 65 | — | 68.7 | 18,213 | 177,058 | 2,200 | — | 29.4 | 31.6 | — | — | |
| TubeTKDetection protocol=private detection2022.03 | 63 | — | 58.6 | 27,060 | 177,483 | 5,727 | — | 31.2 | 19.9 | — | — | |
| Tracktor+CTdetDetection protocol=private detection2022.03 | 56.1 | — | 57.2 | 44,109 | 210,774 | 2,574 | — | 25.7 | 29.8 | — | — | |
| Bilinear LSTMType=near-online2021.01 | 53.6 | — | 55.8 | 23,669 | 236,226 | 1,845 | — | 23.4 | 34.5 | 2,299 | 22.7 | |
| DANDetection protocol=private detection2022.03 | 52.4 | — | 49.5 | 25,423 | 234,592 | 8,431 | — | 21.4 | 30.7 | — | — | |
| FAMNetType=online2021.01 | 52 | — | 48.7 | 14,138 | 253,616 | 3,072 | — | 19.1 | 33.4 | 5,318 | 0 | |
| Bilinear LSTMType=online2021.01 | 51.5 | — | 54.9 | 29,623 | 241,618 | 2,563 | — | 20.5 | 35.5 | 7,745 | 20.1 | |
| FW+r+hDetections=Public2017.05 | 51.3 | — | 47.6 | 24,101 | 247,921 | 2,648 | 1 | 21.4 | 35.2 | — | — | |
| STRN-MOT17Type=online2021.01 | 50.9 | — | 56 | 25,295 | 249,365 | 2,397 | — | 18.9 | 33.8 | 9,363 | 13.8 | |
| MOTDT17Type=online2021.01 | 50.9 | — | 52.7 | 24,069 | 250,768 | 2,474 | — | 17.5 | 35.7 | 5,317 | 18.3 | |
| MHT_DAMDetections=Public2017.05 | 50.7 | — | 47.2 | 22,875 | 252,889 | 2,314 | 2 | 20.8 | 36.9 | — | — | |
| MHT-DAMType=near-online2021.01 | 50.7 | — | 47.2 | 22,875 | 252,889 | 2,314 | — | 20.8 | 36.9 | 2,865 | 0.9 | |
| EDMT17Detections=Public2017.05 | 50 | — | 51.3 | 32,279 | 247,297 | 2,264 | 3 | 21.6 | 36.3 | — | — | |
| EDMT17Type=near-online2021.01 | 50 | — | 51.3 | 32,279 | 247,297 | 2,264 | — | 21.6 | 36.3 | 3,260 | 0.6 | |
| HAM-SADF17Type=online2021.01 | 48.3 | — | 51.1 | 20,967 | 269,038 | 1,871 | — | 17.1 | 41.7 | 3,020 | 5 | |
| DMANType=online2021.01 | 48.2 | — | 55.7 | 26,218 | 263,608 | 2,194 | — | 19.3 | 38.3 | 5,378 | 0.3 | |
| AM-ADM17Type=online2021.01 | 48.1 | — | 52.1 | 25,061 | 265,495 | 2,214 | — | 13.4 | 39.7 | 5,027 | 5.7 | |
| PHD-GSDL17Type=online2021.01 | 48 | — | 49.6 | 23,199 | 265,954 | 3,998 | — | 17.1 | 35.6 | 8,886 | 6.7 | |
| MHT-bLSTMType=near-online2021.01 | 47.5 | — | 51.9 | 25,981 | 268,042 | 2,069 | — | 18.2 | 41.7 | 3,124 | 1.9 | |
| GMPHD_KCFDetections=Public2017.05 | 30.5 | — | 35.7 | 107,802 | 277,542 | 6,774 | 6 | 9.6 | 41.8 | — | — |