TPM_17: TPM: Multiple Object Tracking with Tracklet-Plane Matching
Video not available.
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.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
TPM_17
Detector:
Public
Description:
n/a
Reference:
J. Peng, T. Wang, et.al. TPM: Multiple Object Tracking with Tracklet-Plane Matching. In Pattern Recognition, 2020.
Last submitted:
November 14, 2018 (5 years ago)
Published:
July 17, 2020 at 13:11:16 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
3.30 GHZ, 1 Core
Runtime:
0.8 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 | 54.2 | 52.6 | 41.5 | 536 (22.8) | 882 (37.5) | 13,739 | 242,730 | 57.0 | 95.9 | 40.9 | 42.5 | 44.8 | 71.7 | 44.8 | 75.5 | 80.0 | 0.8 | 1,824 (32.0) | 2,472 (43.4) |
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 | 41.4 | 42.0 | 32.7 | 6 | 9 | 90 | 3,667 | 43.1 | 96.9 | 35.1 | 30.7 | 37.6 | 70.2 | 31.8 | 71.3 | 76.1 | 0.2 | 22 | 31 |
| MOT17-01-FRCNN | 41.7 | 47.0 | 39.9 | 7 | 8 | 633 | 3,105 | 51.9 | 84.1 | 43.3 | 36.9 | 48.8 | 75.6 | 41.4 | 67.1 | 80.2 | 1.4 | 20 | 31 |
| MOT17-01-SDP | 44.6 | 46.1 | 38.6 | 5 | 10 | 346 | 3,209 | 50.2 | 90.4 | 41.3 | 36.4 | 45.7 | 72.2 | 39.1 | 70.3 | 78.4 | 0.8 | 19 | 35 |
| MOT17-03-DPM | 59.4 | 49.7 | 38.0 | 36 | 24 | 958 | 41,272 | 60.6 | 98.5 | 32.5 | 44.7 | 35.3 | 67.7 | 46.6 | 75.8 | 79.1 | 0.6 | 273 | 326 |
| MOT17-03-FRCNN | 62.5 | 58.8 | 46.1 | 42 | 23 | 953 | 38,106 | 63.6 | 98.6 | 44.5 | 48.2 | 47.8 | 74.4 | 50.4 | 78.1 | 80.9 | 0.6 | 193 | 260 |
| MOT17-03-SDP | 76.6 | 63.7 | 50.9 | 77 | 14 | 1,549 | 22,671 | 78.3 | 98.1 | 44.7 | 58.5 | 48.9 | 69.8 | 61.8 | 77.4 | 80.4 | 1.0 | 297 | 404 |
| MOT17-06-DPM | 50.9 | 56.0 | 42.3 | 52 | 104 | 521 | 5,196 | 55.9 | 92.7 | 45.2 | 40.1 | 55.4 | 66.6 | 42.7 | 70.9 | 77.7 | 0.4 | 67 | 101 |
| MOT17-06-FRCNN | 54.0 | 58.8 | 46.7 | 66 | 78 | 853 | 4,505 | 61.8 | 89.5 | 47.6 | 46.0 | 58.1 | 65.5 | 50.3 | 72.8 | 80.7 | 0.7 | 61 | 95 |
| MOT17-06-SDP | 55.8 | 60.2 | 47.2 | 92 | 70 | 1,302 | 3,813 | 67.6 | 86.0 | 47.5 | 47.3 | 58.7 | 64.3 | 53.6 | 68.1 | 79.1 | 1.1 | 96 | 121 |
| MOT17-07-DPM | 44.1 | 43.7 | 33.3 | 6 | 27 | 284 | 9,072 | 46.3 | 96.5 | 32.9 | 34.1 | 34.2 | 77.2 | 35.5 | 73.9 | 78.4 | 0.6 | 81 | 90 |
| MOT17-07-FRCNN | 41.3 | 42.7 | 34.0 | 7 | 20 | 434 | 9,403 | 44.3 | 94.5 | 35.4 | 33.4 | 37.4 | 76.2 | 35.0 | 74.6 | 79.6 | 0.9 | 83 | 131 |
| MOT17-07-SDP | 50.8 | 47.3 | 37.9 | 18 | 15 | 1,008 | 7,208 | 57.3 | 90.6 | 34.7 | 42.0 | 38.3 | 69.3 | 45.5 | 71.9 | 79.9 | 2.0 | 99 | 110 |
| MOT17-08-DPM | 28.8 | 33.2 | 29.0 | 10 | 39 | 199 | 14,773 | 30.1 | 97.0 | 34.9 | 24.1 | 36.9 | 79.2 | 24.7 | 79.7 | 82.7 | 0.3 | 59 | 61 |
| MOT17-08-FRCNN | 26.1 | 31.5 | 28.7 | 10 | 39 | 254 | 15,303 | 27.6 | 95.8 | 37.3 | 22.2 | 39.6 | 80.2 | 22.8 | 79.3 | 82.4 | 0.4 | 54 | 61 |
| MOT17-08-SDP | 32.8 | 36.8 | 31.3 | 14 | 34 | 793 | 13,295 | 37.1 | 90.8 | 34.6 | 28.6 | 38.7 | 71.4 | 30.2 | 74.0 | 80.9 | 1.3 | 111 | 141 |
| MOT17-12-DPM | 44.3 | 51.5 | 40.4 | 17 | 44 | 235 | 4,565 | 47.3 | 94.6 | 45.5 | 36.0 | 48.6 | 74.6 | 37.7 | 75.4 | 80.6 | 0.3 | 28 | 31 |
| MOT17-12-FRCNN | 43.0 | 55.6 | 42.8 | 15 | 46 | 175 | 4,755 | 45.1 | 95.7 | 52.2 | 35.2 | 55.7 | 78.9 | 36.8 | 77.9 | 82.0 | 0.2 | 14 | 18 |
| MOT17-12-SDP | 45.3 | 58.7 | 46.7 | 18 | 44 | 258 | 4,461 | 48.5 | 94.2 | 57.3 | 38.2 | 61.3 | 79.4 | 40.0 | 77.7 | 81.8 | 0.3 | 18 | 33 |
| MOT17-14-DPM | 29.9 | 39.6 | 28.9 | 12 | 90 | 287 | 12,627 | 31.7 | 95.3 | 35.4 | 23.7 | 37.0 | 77.5 | 24.4 | 73.5 | 78.6 | 0.4 | 41 | 60 |
| MOT17-14-FRCNN | 28.5 | 40.5 | 29.7 | 11 | 86 | 1,057 | 12,067 | 34.7 | 85.9 | 35.2 | 25.4 | 38.1 | 70.1 | 27.0 | 66.8 | 76.6 | 1.4 | 84 | 161 |
| MOT17-14-SDP | 38.8 | 49.6 | 36.4 | 15 | 58 | 1,550 | 9,657 | 47.8 | 85.1 | 39.9 | 33.5 | 43.1 | 72.1 | 37.0 | 65.9 | 78.1 | 2.1 | 104 | 171 |
Raw data:
