LSST17O: using Long term and Short term cues with Switcher-aware Tracker (Online) for MOT17
MOT17-01-DPM
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
LSST17O
Detector:
Public
Description:
n/a
Reference:
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification
Last submitted:
November 02, 2018 (6 years ago)
Published:
January 18, 2019 at 10:02:21 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
i7 7700K，3.60GHz，1Core，GTX 1060
Runtime:
1.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 52.7 | 57.9 | 44.3 | 421 (17.9) | 863 (36.6) | 22,512 | 241,936 | 57.1 | 93.5 | 46.7 | 42.4 | 50.7 | 73.2 | 45.1 | 73.8 | 79.5 | 1.3 | 2,167 (37.9) | 7,443 (130.3) |
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 | 39.5 | 45.9 | 33.4 | 5 | 10 | 130 | 3,744 | 42.0 | 95.4 | 37.6 | 29.6 | 42.0 | 64.7 | 30.8 | 70.1 | 75.9 | 0.3 | 28 | 94 |
| MOT17-01-FRCNN | 43.3 | 48.5 | 39.1 | 6 | 8 | 465 | 3,179 | 50.7 | 87.6 | 41.3 | 37.0 | 46.3 | 73.2 | 40.5 | 69.8 | 79.8 | 1.0 | 13 | 69 |
| MOT17-01-SDP | 49.6 | 57.8 | 43.2 | 8 | 6 | 715 | 2,501 | 61.2 | 84.7 | 44.5 | 42.1 | 49.3 | 73.2 | 47.6 | 65.9 | 78.3 | 1.6 | 32 | 129 |
| MOT17-03-DPM | 58.3 | 61.4 | 45.3 | 43 | 19 | 5,382 | 38,064 | 63.6 | 92.5 | 44.8 | 46.2 | 47.9 | 73.0 | 49.6 | 72.0 | 78.3 | 3.6 | 251 | 933 |
| MOT17-03-FRCNN | 62.3 | 63.8 | 48.9 | 49 | 24 | 1,639 | 37,701 | 64.0 | 97.6 | 49.3 | 48.9 | 52.3 | 76.3 | 51.2 | 78.1 | 80.9 | 1.1 | 172 | 526 |
| MOT17-03-SDP | 77.9 | 72.7 | 57.0 | 84 | 12 | 1,938 | 20,957 | 80.0 | 97.7 | 53.7 | 60.7 | 58.2 | 73.9 | 64.0 | 78.2 | 81.0 | 1.3 | 201 | 802 |
| MOT17-06-DPM | 39.2 | 48.9 | 36.1 | 25 | 103 | 787 | 6,276 | 46.7 | 87.5 | 40.5 | 32.9 | 51.9 | 59.9 | 35.2 | 65.8 | 74.7 | 0.7 | 102 | 424 |
| MOT17-06-FRCNN | 49.5 | 57.0 | 42.3 | 38 | 69 | 800 | 5,060 | 57.1 | 89.4 | 43.8 | 41.3 | 55.6 | 60.8 | 44.5 | 69.6 | 77.2 | 0.7 | 96 | 320 |
| MOT17-06-SDP | 51.8 | 57.5 | 42.2 | 53 | 68 | 869 | 4,691 | 60.2 | 89.1 | 43.1 | 41.8 | 56.0 | 58.1 | 45.5 | 67.3 | 76.1 | 0.7 | 117 | 389 |
| MOT17-07-DPM | 40.1 | 47.1 | 33.9 | 6 | 23 | 782 | 9,231 | 45.4 | 90.7 | 35.6 | 32.6 | 38.2 | 70.4 | 34.6 | 69.2 | 76.7 | 1.6 | 103 | 389 |
| MOT17-07-FRCNN | 35.6 | 41.7 | 32.9 | 5 | 19 | 1,158 | 9,595 | 43.2 | 86.3 | 35.1 | 31.6 | 38.1 | 69.2 | 34.1 | 68.2 | 77.8 | 2.3 | 124 | 372 |
| MOT17-07-SDP | 47.6 | 48.6 | 38.0 | 11 | 15 | 1,036 | 7,698 | 54.4 | 89.9 | 36.7 | 39.8 | 39.9 | 70.2 | 43.0 | 71.0 | 78.9 | 2.1 | 119 | 416 |
| MOT17-08-DPM | 28.2 | 37.7 | 30.3 | 9 | 34 | 703 | 14,348 | 32.1 | 90.6 | 37.2 | 24.8 | 40.1 | 72.3 | 26.0 | 73.5 | 80.8 | 1.1 | 106 | 256 |
| MOT17-08-FRCNN | 25.3 | 36.2 | 31.4 | 7 | 39 | 657 | 15,064 | 28.7 | 90.2 | 43.7 | 22.7 | 46.4 | 77.2 | 23.7 | 74.7 | 82.2 | 1.1 | 63 | 157 |
| MOT17-08-SDP | 32.2 | 38.5 | 31.9 | 10 | 35 | 579 | 13,590 | 35.7 | 92.9 | 37.4 | 27.6 | 40.9 | 73.8 | 28.9 | 75.3 | 81.4 | 0.9 | 153 | 324 |
| MOT17-12-DPM | 28.2 | 42.0 | 31.9 | 8 | 59 | 478 | 5,702 | 34.2 | 86.1 | 40.2 | 25.3 | 42.0 | 73.8 | 27.0 | 67.9 | 78.3 | 0.5 | 41 | 151 |
| MOT17-12-FRCNN | 31.2 | 43.9 | 34.2 | 7 | 53 | 347 | 5,590 | 35.5 | 89.9 | 43.6 | 26.9 | 47.3 | 73.3 | 28.4 | 71.9 | 79.9 | 0.4 | 26 | 146 |
| MOT17-12-SDP | 37.9 | 53.6 | 40.2 | 15 | 47 | 509 | 4,843 | 44.1 | 88.3 | 49.3 | 33.0 | 52.2 | 77.3 | 35.5 | 71.0 | 80.3 | 0.6 | 30 | 170 |
| MOT17-14-DPM | 29.2 | 43.1 | 29.7 | 10 | 86 | 585 | 12,428 | 32.8 | 91.2 | 36.9 | 24.0 | 39.3 | 72.1 | 25.1 | 70.0 | 77.7 | 0.8 | 82 | 375 |
| MOT17-14-FRCNN | 27.8 | 41.3 | 29.7 | 9 | 76 | 1,314 | 11,863 | 35.8 | 83.4 | 35.1 | 25.5 | 38.4 | 65.8 | 27.4 | 64.0 | 75.5 | 1.8 | 168 | 483 |
| MOT17-14-SDP | 37.3 | 52.4 | 36.8 | 13 | 58 | 1,639 | 9,811 | 46.9 | 84.1 | 42.0 | 32.5 | 45.2 | 71.2 | 36.0 | 64.4 | 77.2 | 2.2 | 140 | 518 |
Raw data:
