ISE_MOT17R:
MOT17-03-FRCNN
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
ISE_MOT17R
Detector:
Public
Description:
verision3 -final
Add Apearance model, it's too slow!!!
Reference:
MIFT
Last submitted:
January 09, 2020 (4 years ago)
Published:
January 05, 2020 at 10:12:37 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.2GHZ, 10 Core, 1080TI
Runtime:
7.2 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 | 60.1 | 56.4 | 45.8 | 672 (28.5) | 661 (28.1) | 23,168 | 199,483 | 64.6 | 94.0 | 43.2 | 49.0 | 47.7 | 72.0 | 52.3 | 76.1 | 81.0 | 1.3 | 2,556 (39.5) | 3,182 (49.2) |
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 | 47.3 | 48.0 | 40.7 | 5 | 9 | 155 | 3,219 | 50.1 | 95.4 | 43.2 | 38.5 | 46.0 | 75.3 | 40.4 | 76.9 | 81.4 | 0.3 | 23 | 35 |
| MOT17-01-FRCNN | 52.7 | 55.2 | 46.0 | 8 | 6 | 113 | 2,917 | 54.8 | 96.9 | 49.3 | 43.1 | 51.9 | 81.8 | 45.0 | 79.6 | 82.5 | 0.3 | 18 | 31 |
| MOT17-01-SDP | 56.0 | 44.1 | 39.2 | 8 | 6 | 252 | 2,543 | 60.6 | 93.9 | 34.5 | 45.2 | 37.8 | 68.6 | 48.5 | 75.2 | 81.3 | 0.6 | 43 | 43 |
| MOT17-03-DPM | 68.9 | 61.9 | 49.1 | 66 | 14 | 4,247 | 28,112 | 73.1 | 94.7 | 44.6 | 54.5 | 48.8 | 71.2 | 58.3 | 75.5 | 80.2 | 2.8 | 235 | 314 |
| MOT17-03-FRCNN | 69.6 | 63.0 | 51.0 | 62 | 15 | 3,489 | 28,124 | 73.1 | 95.6 | 47.1 | 55.8 | 52.0 | 73.1 | 59.3 | 77.6 | 81.2 | 2.3 | 180 | 279 |
| MOT17-03-SDP | 73.8 | 62.3 | 51.4 | 79 | 12 | 5,163 | 21,969 | 79.0 | 94.1 | 44.6 | 59.8 | 49.8 | 69.2 | 64.3 | 76.6 | 80.8 | 3.4 | 283 | 412 |
| MOT17-06-DPM | 55.9 | 58.7 | 46.1 | 60 | 85 | 381 | 4,718 | 60.0 | 94.9 | 47.1 | 45.2 | 51.7 | 76.1 | 47.9 | 75.9 | 80.9 | 0.3 | 98 | 125 |
| MOT17-06-FRCNN | 62.1 | 61.9 | 50.9 | 79 | 60 | 482 | 3,875 | 67.1 | 94.3 | 50.0 | 52.0 | 55.3 | 78.0 | 55.7 | 78.3 | 83.1 | 0.4 | 114 | 144 |
| MOT17-06-SDP | 61.1 | 60.9 | 47.9 | 90 | 56 | 692 | 3,769 | 68.0 | 92.1 | 46.2 | 49.7 | 52.2 | 72.2 | 54.2 | 73.3 | 80.5 | 0.6 | 119 | 151 |
| MOT17-07-DPM | 55.1 | 51.1 | 40.7 | 12 | 13 | 339 | 7,145 | 57.7 | 96.6 | 37.8 | 44.1 | 39.6 | 78.2 | 46.3 | 77.5 | 81.3 | 0.7 | 93 | 106 |
| MOT17-07-FRCNN | 53.8 | 51.2 | 41.6 | 9 | 11 | 618 | 7,102 | 58.0 | 94.1 | 39.6 | 44.2 | 41.6 | 79.7 | 47.2 | 76.7 | 82.4 | 1.2 | 88 | 106 |
| MOT17-07-SDP | 56.0 | 50.1 | 39.2 | 16 | 9 | 1,000 | 6,308 | 62.7 | 91.4 | 34.0 | 45.4 | 36.9 | 69.9 | 49.5 | 72.1 | 79.9 | 2.0 | 127 | 182 |
| MOT17-08-DPM | 33.0 | 33.8 | 28.5 | 12 | 33 | 623 | 13,396 | 36.6 | 92.5 | 28.4 | 28.7 | 32.0 | 66.6 | 30.0 | 75.9 | 81.5 | 1.0 | 137 | 149 |
| MOT17-08-FRCNN | 30.8 | 32.5 | 30.1 | 11 | 35 | 401 | 14,112 | 33.2 | 94.6 | 33.4 | 27.2 | 36.5 | 76.5 | 28.2 | 80.4 | 84.1 | 0.6 | 100 | 108 |
| MOT17-08-SDP | 33.5 | 34.4 | 31.2 | 13 | 31 | 580 | 13,310 | 37.0 | 93.1 | 32.8 | 29.9 | 37.9 | 70.5 | 31.2 | 78.6 | 83.4 | 0.9 | 147 | 159 |
| MOT17-12-DPM | 51.0 | 55.1 | 45.4 | 21 | 34 | 405 | 3,813 | 56.0 | 92.3 | 47.4 | 43.6 | 53.9 | 73.7 | 46.4 | 76.5 | 81.9 | 0.5 | 31 | 46 |
| MOT17-12-FRCNN | 46.0 | 53.3 | 44.6 | 17 | 41 | 455 | 4,197 | 51.6 | 90.8 | 48.4 | 41.2 | 55.1 | 74.7 | 44.1 | 77.7 | 83.9 | 0.5 | 24 | 32 |
| MOT17-12-SDP | 51.1 | 56.1 | 45.0 | 23 | 33 | 554 | 3,642 | 58.0 | 90.1 | 46.5 | 43.8 | 53.0 | 71.5 | 47.5 | 73.8 | 81.3 | 0.6 | 39 | 51 |
| MOT17-14-DPM | 41.8 | 46.5 | 35.1 | 21 | 60 | 521 | 10,114 | 45.3 | 94.1 | 35.9 | 34.7 | 38.8 | 72.6 | 36.4 | 75.7 | 80.8 | 0.7 | 129 | 167 |
| MOT17-14-FRCNN | 42.1 | 45.4 | 35.2 | 28 | 51 | 1,336 | 9,098 | 50.8 | 87.5 | 33.9 | 37.0 | 37.0 | 69.3 | 40.5 | 69.9 | 79.9 | 1.8 | 271 | 240 |
| MOT17-14-SDP | 48.0 | 47.2 | 36.5 | 32 | 47 | 1,362 | 8,000 | 56.7 | 88.5 | 33.3 | 40.5 | 37.0 | 66.4 | 44.5 | 69.5 | 79.2 | 1.8 | 257 | 302 |
Raw data:
