Benchmark:
MOT17 |
Short name:
HISP_DAL17
Detector:
Public
Description:
n/a
Reference:
N. Baisa. Robust online multi-target visual tracking using a HISP filter with discriminative deep appearance learning. In Journal of Visual Communication and Image Representation, 2021.
Last submitted:
August 09, 2019 (5 years ago)
Published:
August 10, 2019 at 13:34:40 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
3.2 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 | 45.4 | 39.9 | 34.0 | 349 (14.8) | 922 (39.2) | 21,820 | 277,473 | 50.8 | 92.9 | 30.7 | 38.1 | 32.2 | 77.3 | 40.5 | 74.1 | 80.2 | 1.2 | 8,727 (171.7) | 7,147 (140.6) |
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 | 23.9 | 25.3 | 20.8 | 2 | 14 | 57 | 4,803 | 25.5 | 96.7 | 23.1 | 18.8 | 23.8 | 76.3 | 19.2 | 72.9 | 77.5 | 0.1 | 51 | 68 |
| MOT17-01-FRCNN | 24.5 | 32.0 | 31.4 | 6 | 8 | 1,532 | 3,258 | 49.5 | 67.6 | 30.6 | 32.7 | 32.6 | 75.7 | 40.6 | 55.5 | 78.9 | 3.4 | 80 | 68 |
| MOT17-01-SDP | 37.2 | 35.9 | 32.6 | 8 | 4 | 1,177 | 2,658 | 58.8 | 76.3 | 28.7 | 37.7 | 30.2 | 74.1 | 45.4 | 58.9 | 77.9 | 2.6 | 216 | 150 |
| MOT17-03-DPM | 44.2 | 32.0 | 27.1 | 17 | 41 | 1,170 | 56,310 | 46.2 | 97.6 | 21.2 | 35.0 | 21.7 | 80.1 | 36.2 | 76.6 | 79.9 | 0.8 | 927 | 1,144 |
| MOT17-03-FRCNN | 57.3 | 47.8 | 39.2 | 34 | 26 | 1,827 | 42,327 | 59.6 | 97.2 | 34.2 | 45.6 | 35.6 | 79.4 | 47.8 | 77.9 | 80.9 | 1.2 | 497 | 628 |
| MOT17-03-SDP | 72.2 | 53.5 | 45.8 | 66 | 14 | 1,335 | 26,557 | 74.6 | 98.3 | 37.2 | 56.8 | 38.9 | 77.2 | 59.7 | 78.6 | 81.3 | 0.9 | 1,204 | 1,043 |
| MOT17-06-DPM | 39.3 | 42.0 | 32.1 | 16 | 117 | 296 | 6,651 | 43.6 | 94.5 | 32.8 | 31.7 | 34.9 | 74.9 | 33.2 | 72.0 | 77.7 | 0.2 | 208 | 185 |
| MOT17-06-FRCNN | 49.4 | 52.4 | 42.2 | 41 | 62 | 782 | 4,789 | 59.4 | 89.9 | 40.6 | 44.3 | 44.4 | 73.4 | 48.1 | 72.9 | 80.3 | 0.7 | 394 | 260 |
| MOT17-06-SDP | 50.4 | 49.6 | 39.3 | 53 | 67 | 821 | 4,586 | 61.1 | 89.8 | 35.4 | 43.8 | 39.0 | 71.2 | 48.0 | 70.5 | 79.4 | 0.7 | 441 | 254 |
| MOT17-07-DPM | 31.2 | 26.8 | 22.3 | 4 | 32 | 405 | 10,941 | 35.2 | 93.6 | 19.2 | 26.3 | 19.7 | 73.5 | 27.3 | 72.4 | 78.1 | 0.8 | 283 | 279 |
| MOT17-07-FRCNN | 29.3 | 33.4 | 28.3 | 5 | 17 | 1,781 | 9,463 | 44.0 | 80.7 | 26.6 | 31.6 | 28.3 | 70.4 | 35.1 | 64.4 | 77.6 | 3.6 | 702 | 422 |
| MOT17-07-SDP | 44.5 | 38.0 | 32.3 | 13 | 15 | 1,052 | 7,819 | 53.7 | 89.6 | 27.3 | 38.8 | 28.9 | 70.9 | 42.2 | 70.4 | 79.3 | 2.1 | 506 | 354 |
| MOT17-08-DPM | 22.2 | 20.3 | 19.4 | 5 | 42 | 436 | 15,728 | 25.5 | 92.5 | 18.5 | 20.4 | 19.5 | 78.6 | 21.1 | 76.2 | 82.0 | 0.7 | 266 | 171 |
| MOT17-08-FRCNN | 22.3 | 27.9 | 25.9 | 8 | 39 | 896 | 15,395 | 27.1 | 86.5 | 31.7 | 21.4 | 32.6 | 83.6 | 22.6 | 72.0 | 82.2 | 1.4 | 127 | 132 |
| MOT17-08-SDP | 27.9 | 26.6 | 24.0 | 7 | 35 | 585 | 14,334 | 32.1 | 92.1 | 22.9 | 25.4 | 23.7 | 79.5 | 26.5 | 75.9 | 81.9 | 0.9 | 306 | 283 |
| MOT17-12-DPM | 34.3 | 33.3 | 27.8 | 9 | 48 | 363 | 5,132 | 40.8 | 90.7 | 25.3 | 30.7 | 26.4 | 76.5 | 32.5 | 72.3 | 80.4 | 0.4 | 200 | 104 |
| MOT17-12-FRCNN | 33.8 | 41.0 | 33.9 | 14 | 44 | 710 | 4,914 | 43.3 | 84.1 | 36.0 | 32.2 | 37.6 | 81.7 | 35.5 | 68.9 | 81.2 | 0.8 | 112 | 86 |
| MOT17-12-SDP | 34.7 | 39.4 | 32.6 | 15 | 44 | 729 | 4,767 | 45.0 | 84.3 | 31.8 | 33.4 | 33.1 | 81.1 | 36.9 | 69.1 | 82.1 | 0.8 | 165 | 122 |
| MOT17-14-DPM | 16.6 | 21.1 | 17.2 | 5 | 118 | 291 | 14,959 | 19.1 | 92.4 | 20.7 | 14.4 | 21.6 | 74.9 | 14.8 | 71.7 | 78.6 | 0.4 | 170 | 196 |
| MOT17-14-FRCNN | 12.4 | 27.4 | 23.0 | 9 | 75 | 3,330 | 11,791 | 36.2 | 66.8 | 21.9 | 25.6 | 23.8 | 64.3 | 29.5 | 54.3 | 74.3 | 4.4 | 1,068 | 644 |
| MOT17-14-SDP | 27.8 | 33.5 | 26.0 | 12 | 60 | 2,245 | 10,291 | 44.3 | 78.5 | 22.8 | 30.3 | 24.5 | 67.3 | 34.3 | 60.7 | 76.6 | 3.0 | 804 | 554 |
Raw data: