MOT17-07-DPM
Benchmark:
MOT17 |
Short name:
LSST17
Detector:
Public
Description:
n/a
Reference:
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification
Last submitted:
November 14, 2018 (5 years ago)
Published:
January 18, 2019 at 10:00:42 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
i7 7700K,3.60GHz,1Core,GTX 1060
Runtime:
1.5 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 | 54.7 | 62.3 | 47.1 | 480 (20.4) | 944 (40.1) | 26,091 | 228,434 | 59.5 | 92.8 | 51.0 | 43.8 | 56.0 | 72.5 | 46.9 | 73.1 | 79.3 | 1.5 | 1,243 (20.9) | 3,726 (62.6) |
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 | 46.4 | 59.1 | 41.4 | 7 | 10 | 162 | 3,288 | 49.0 | 95.1 | 50.2 | 34.2 | 55.7 | 69.2 | 35.8 | 69.4 | 75.5 | 0.4 | 6 | 27 |
MOT17-01-FRCNN | 46.3 | 63.0 | 48.4 | 9 | 8 | 613 | 2,846 | 55.9 | 85.5 | 58.9 | 39.8 | 65.1 | 76.0 | 44.4 | 67.9 | 79.5 | 1.4 | 7 | 27 |
MOT17-01-SDP | 52.9 | 68.1 | 50.1 | 13 | 6 | 1,075 | 1,946 | 69.8 | 80.7 | 55.4 | 45.3 | 61.5 | 71.7 | 53.9 | 62.3 | 77.6 | 2.4 | 14 | 45 |
MOT17-03-DPM | 61.2 | 66.2 | 48.7 | 54 | 18 | 6,832 | 33,575 | 67.9 | 91.2 | 49.2 | 48.5 | 53.3 | 71.9 | 52.7 | 70.8 | 78.0 | 4.6 | 162 | 341 |
MOT17-03-FRCNN | 63.8 | 68.7 | 51.8 | 53 | 24 | 2,363 | 35,447 | 66.1 | 96.7 | 53.8 | 50.2 | 58.3 | 75.7 | 52.9 | 77.3 | 80.6 | 1.6 | 134 | 276 |
MOT17-03-SDP | 79.5 | 76.1 | 59.1 | 89 | 12 | 2,746 | 18,555 | 82.3 | 96.9 | 56.9 | 61.6 | 61.2 | 74.8 | 65.5 | 77.2 | 80.7 | 1.8 | 158 | 378 |
MOT17-06-DPM | 39.1 | 45.9 | 34.9 | 23 | 117 | 698 | 6,434 | 45.4 | 88.5 | 38.7 | 32.2 | 54.9 | 52.1 | 34.2 | 66.6 | 74.8 | 0.6 | 50 | 235 |
MOT17-06-FRCNN | 48.1 | 51.9 | 40.5 | 42 | 92 | 790 | 5,281 | 55.2 | 89.2 | 41.4 | 40.0 | 58.7 | 52.4 | 43.0 | 69.5 | 77.1 | 0.7 | 50 | 199 |
MOT17-06-SDP | 51.0 | 54.4 | 40.8 | 56 | 88 | 833 | 4,859 | 58.8 | 89.3 | 41.2 | 41.0 | 58.4 | 52.3 | 44.5 | 67.5 | 76.1 | 0.7 | 80 | 246 |
MOT17-07-DPM | 41.2 | 55.0 | 37.4 | 6 | 24 | 723 | 9,135 | 45.9 | 91.5 | 42.6 | 33.0 | 45.6 | 71.4 | 34.9 | 69.6 | 76.7 | 1.4 | 70 | 250 |
MOT17-07-FRCNN | 35.8 | 47.1 | 35.2 | 6 | 21 | 1,160 | 9,607 | 43.1 | 86.3 | 39.7 | 31.8 | 43.3 | 68.9 | 34.2 | 68.5 | 77.8 | 2.3 | 80 | 265 |
MOT17-07-SDP | 48.5 | 56.5 | 41.2 | 14 | 16 | 1,017 | 7,599 | 55.0 | 90.1 | 42.8 | 40.0 | 46.7 | 70.2 | 43.2 | 70.9 | 78.8 | 2.0 | 76 | 246 |
MOT17-08-DPM | 32.4 | 44.0 | 34.3 | 16 | 30 | 1,054 | 13,171 | 37.6 | 88.3 | 41.5 | 28.4 | 47.5 | 67.1 | 30.3 | 71.1 | 79.9 | 1.7 | 50 | 76 |
MOT17-08-FRCNN | 29.7 | 42.7 | 36.8 | 14 | 38 | 810 | 14,007 | 33.7 | 89.8 | 51.9 | 26.2 | 56.4 | 74.9 | 27.7 | 73.7 | 81.7 | 1.3 | 36 | 56 |
MOT17-08-SDP | 37.7 | 48.0 | 38.8 | 19 | 29 | 953 | 12,133 | 42.6 | 90.4 | 46.9 | 32.5 | 52.4 | 70.5 | 34.5 | 73.3 | 80.7 | 1.5 | 65 | 94 |
MOT17-12-DPM | 28.7 | 46.2 | 34.1 | 7 | 66 | 352 | 5,820 | 32.8 | 89.0 | 47.7 | 24.5 | 50.5 | 72.9 | 25.8 | 69.8 | 78.5 | 0.4 | 8 | 66 |
MOT17-12-FRCNN | 31.7 | 47.0 | 36.0 | 6 | 59 | 269 | 5,642 | 34.9 | 91.8 | 49.0 | 26.5 | 53.5 | 73.6 | 27.8 | 73.1 | 79.8 | 0.3 | 8 | 65 |
MOT17-12-SDP | 38.1 | 56.5 | 42.1 | 12 | 55 | 417 | 4,934 | 43.1 | 90.0 | 54.5 | 32.5 | 58.0 | 77.1 | 34.7 | 72.4 | 80.5 | 0.5 | 15 | 79 |
MOT17-14-DPM | 30.1 | 44.9 | 31.1 | 10 | 88 | 478 | 12,404 | 32.9 | 92.7 | 40.2 | 24.2 | 43.0 | 71.5 | 25.2 | 71.1 | 77.7 | 0.6 | 30 | 183 |
MOT17-14-FRCNN | 28.3 | 41.8 | 30.3 | 8 | 79 | 1,275 | 11,896 | 35.6 | 83.8 | 36.4 | 25.5 | 40.3 | 64.5 | 27.3 | 64.3 | 75.4 | 1.7 | 87 | 307 |
MOT17-14-SDP | 38.4 | 54.2 | 38.3 | 16 | 64 | 1,471 | 9,855 | 46.7 | 85.4 | 45.3 | 32.6 | 48.9 | 71.7 | 35.7 | 65.4 | 77.3 | 2.0 | 57 | 265 |
Raw data: