GOT: UniTrack: Unified Tracking framework for Versatile Tracking
MOT16-12
Benchmark:
MOT16 |
Short name:
GOT
Detector:
Public
Description:
Detections from FairMOT detector.
Reference:
Last submitted:
January 18, 2021 (1 year ago)
Published:
June 25, 2021 at 04:35:34 CET
Submissions:
3
Project page / code:
Open source:
Yes
Hardware:
3 GHZ, 1 Core
Runtime:
14.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 74.7 | 71.8 | 59.1 | 299 (39.4) | 144 (19.0) | 7,635 | 37,892 | 79.2 | 95.0 | 57.3 | 61.1 | 63.4 | 75.7 | 65.8 | 78.9 | 83.5 | 1.3 | 683 (8.6) | 2,409 (30.4) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 59.4 | 60.1 | 49.9 | 9 | 4 | 256 | 2,323 | 63.7 | 94.1 | 50.4 | 49.6 | 55.2 | 79.6 | 53.2 | 78.7 | 84.0 | 0.6 | 16 | 87 |
| MOT16-03 | 89.5 | 81.5 | 68.1 | 128 | 0 | 3,063 | 7,801 | 92.5 | 96.9 | 63.5 | 73.1 | 69.6 | 77.8 | 78.0 | 81.7 | 84.5 | 2.0 | 155 | 682 |
| MOT16-06 | 60.4 | 64.2 | 49.2 | 62 | 52 | 400 | 4,085 | 64.6 | 94.9 | 49.6 | 49.0 | 59.1 | 68.7 | 52.2 | 76.7 | 81.6 | 0.3 | 88 | 278 |
| MOT16-07 | 63.8 | 55.9 | 45.3 | 22 | 3 | 1,188 | 4,600 | 71.8 | 90.8 | 39.3 | 52.5 | 43.6 | 69.6 | 58.2 | 73.6 | 81.8 | 2.4 | 122 | 354 |
| MOT16-08 | 44.3 | 44.8 | 37.6 | 17 | 16 | 586 | 8,613 | 48.5 | 93.3 | 37.3 | 38.3 | 43.1 | 68.9 | 40.4 | 77.6 | 83.1 | 0.9 | 127 | 344 |
| MOT16-12 | 58.4 | 62.6 | 48.9 | 24 | 20 | 569 | 2,853 | 65.6 | 90.5 | 49.7 | 48.6 | 61.0 | 66.9 | 53.4 | 73.7 | 82.1 | 0.6 | 31 | 170 |
| MOT16-14 | 49.5 | 58.0 | 42.1 | 37 | 49 | 1,573 | 7,617 | 58.8 | 87.4 | 44.5 | 40.3 | 47.3 | 74.6 | 45.0 | 66.8 | 78.3 | 2.1 | 144 | 494 |
Raw data:
