Benchmark:
MOT17 |
Short name:
ENFT17
Detector:
Public
Description:
n/a
Reference:
BUAA
Last submitted:
July 09, 2019 (4 years ago)
Published:
June 18, 2019 at 11:57:04 CET
Submissions:
3
Project page / code:
Open source:
No
Hardware:
3.60 GHZ, 8 Core
Runtime:
0.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 52.8 | 57.1 | 44.5 | 543 (23.1) | 867 (36.8) | 26,754 | 237,909 | 57.8 | 92.4 | 46.2 | 43.2 | 50.6 | 74.0 | 46.3 | 74.0 | 80.4 | 1.5 | 1,667 (28.8) | 2,557 (44.2) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17-01-DPM | 40.9 | 50.4 | 37.2 | 5 | 11 | 86 | 3,706 | 42.5 | 97.0 | 44.7 | 31.0 | 46.8 | 75.1 | 32.0 | 72.9 | 77.2 | 0.2 | 22 | 39 |
| MOT17-01-FRCNN | 26.2 | 54.5 | 44.2 | 9 | 8 | 1,802 | 2,942 | 54.4 | 66.1 | 56.3 | 34.9 | 60.5 | 75.4 | 44.6 | 54.3 | 78.8 | 4.0 | 14 | 31 |
| MOT17-01-SDP | 48.4 | 59.8 | 46.9 | 9 | 6 | 994 | 2,300 | 64.3 | 80.7 | 51.5 | 43.0 | 54.1 | 78.2 | 50.7 | 63.5 | 79.0 | 2.2 | 33 | 47 |
| MOT17-03-DPM | 58.1 | 59.0 | 44.5 | 43 | 25 | 4,583 | 39,088 | 62.7 | 93.5 | 43.0 | 46.4 | 46.6 | 73.4 | 49.5 | 73.9 | 79.6 | 3.1 | 206 | 341 |
| MOT17-03-FRCNN | 60.7 | 61.7 | 47.5 | 41 | 27 | 2,127 | 38,873 | 62.9 | 96.9 | 47.6 | 47.9 | 50.8 | 75.8 | 50.3 | 77.5 | 80.7 | 1.4 | 149 | 212 |
| MOT17-03-SDP | 76.2 | 67.6 | 54.0 | 78 | 14 | 2,150 | 22,480 | 78.5 | 97.5 | 49.1 | 59.8 | 53.8 | 72.0 | 63.3 | 78.6 | 81.6 | 1.4 | 240 | 329 |
| MOT17-06-DPM | 49.3 | 56.2 | 42.4 | 52 | 106 | 667 | 5,263 | 55.3 | 90.7 | 45.1 | 40.0 | 61.4 | 62.4 | 43.1 | 70.7 | 78.7 | 0.6 | 40 | 77 |
| MOT17-06-FRCNN | 53.5 | 58.1 | 46.2 | 66 | 74 | 1,124 | 4,293 | 63.6 | 87.0 | 45.7 | 46.8 | 62.9 | 62.4 | 52.2 | 71.4 | 81.2 | 0.9 | 63 | 112 |
| MOT17-06-SDP | 56.0 | 60.4 | 47.3 | 87 | 75 | 1,235 | 3,886 | 67.0 | 86.5 | 47.2 | 47.5 | 63.4 | 63.4 | 53.8 | 69.4 | 80.7 | 1.0 | 66 | 97 |
| MOT17-07-DPM | 43.3 | 50.6 | 37.8 | 6 | 23 | 844 | 8,658 | 48.7 | 90.7 | 40.2 | 35.9 | 42.4 | 77.1 | 38.3 | 71.2 | 78.6 | 1.7 | 84 | 107 |
| MOT17-07-FRCNN | 36.2 | 46.3 | 36.8 | 8 | 18 | 1,301 | 9,381 | 44.5 | 85.2 | 41.6 | 33.1 | 45.1 | 74.4 | 35.9 | 68.7 | 78.6 | 2.6 | 93 | 151 |
| MOT17-07-SDP | 47.0 | 51.2 | 40.7 | 17 | 17 | 1,282 | 7,587 | 55.1 | 87.9 | 41.3 | 40.3 | 43.6 | 77.4 | 44.2 | 70.5 | 80.1 | 2.6 | 87 | 120 |
| MOT17-08-DPM | 29.0 | 40.7 | 35.3 | 14 | 35 | 1,122 | 13,807 | 34.6 | 86.7 | 46.0 | 27.2 | 48.3 | 80.1 | 28.9 | 72.3 | 81.4 | 1.8 | 75 | 87 |
| MOT17-08-FRCNN | 25.4 | 39.3 | 34.8 | 12 | 39 | 760 | 14,962 | 29.2 | 89.0 | 52.4 | 23.2 | 54.8 | 83.0 | 24.3 | 74.2 | 82.6 | 1.2 | 41 | 56 |
| MOT17-08-SDP | 33.6 | 40.8 | 35.2 | 15 | 34 | 413 | 13,524 | 36.0 | 94.8 | 43.6 | 28.6 | 45.7 | 80.6 | 29.6 | 78.1 | 82.3 | 0.7 | 93 | 103 |
| MOT17-12-DPM | 44.8 | 61.6 | 45.5 | 15 | 43 | 373 | 4,400 | 49.2 | 92.0 | 56.0 | 37.1 | 58.5 | 79.0 | 39.4 | 73.6 | 80.5 | 0.4 | 12 | 20 |
| MOT17-12-FRCNN | 38.0 | 54.8 | 42.1 | 14 | 46 | 641 | 4,714 | 45.6 | 86.0 | 52.0 | 34.2 | 55.6 | 77.6 | 37.4 | 70.5 | 81.2 | 0.7 | 19 | 34 |
| MOT17-12-SDP | 45.9 | 60.7 | 47.0 | 17 | 43 | 461 | 4,203 | 51.5 | 90.6 | 56.3 | 39.4 | 59.2 | 81.2 | 42.5 | 74.8 | 83.1 | 0.5 | 24 | 28 |
| MOT17-14-DPM | 31.7 | 43.1 | 30.7 | 11 | 88 | 318 | 12,266 | 33.6 | 95.1 | 37.1 | 25.5 | 38.5 | 78.5 | 26.3 | 74.4 | 79.3 | 0.4 | 49 | 74 |
| MOT17-14-FRCNN | 22.4 | 37.6 | 28.4 | 11 | 73 | 2,639 | 11,570 | 37.4 | 72.4 | 31.0 | 26.8 | 34.2 | 66.4 | 30.1 | 58.2 | 74.9 | 3.5 | 143 | 278 |
| MOT17-14-SDP | 35.3 | 47.2 | 34.4 | 13 | 62 | 1,832 | 10,006 | 45.9 | 82.2 | 37.4 | 32.0 | 40.4 | 73.3 | 35.6 | 63.8 | 77.4 | 2.4 | 114 | 214 |
Raw data: