MHT_DAM_17: Multiple Hypothesis Tracking with Discriminative Appearance Modeling
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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.
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:
MHT_DAM_17
Detector:
Public
Description:
Reference:
C. Kim, F. Li, A. Ciptadi, J. Rehg. Multiple Hypothesis Tracking Revisited. In ICCV, 2015.
Last submitted:
July 01, 2017 (7 years ago)
Published:
Not yet published
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
3.6 GHz, 1 Core
Runtime:
0.9 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 | 50.7 | 47.2 | 38.9 | 491 (20.8) | 869 (36.9) | 22,875 | 252,889 | 55.2 | 93.2 | 36.7 | 41.6 | 38.3 | 80.2 | 44.3 | 74.8 | 80.6 | 1.3 | 2,314 (41.9) | 2,865 (51.9) |
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 | 35.5 | 45.1 | 34.3 | 5 | 11 | 211 | 3,924 | 39.2 | 92.3 | 41.6 | 28.3 | 43.7 | 73.8 | 29.6 | 69.8 | 76.6 | 0.5 | 23 | 45 |
| MOT17-01-FRCNN | 27.6 | 44.8 | 38.6 | 6 | 7 | 1,522 | 3,126 | 51.5 | 68.6 | 44.3 | 34.0 | 46.9 | 78.8 | 42.3 | 56.2 | 79.2 | 3.4 | 22 | 37 |
| MOT17-01-SDP | 44.3 | 46.5 | 39.3 | 9 | 5 | 998 | 2,549 | 60.5 | 79.6 | 38.8 | 40.3 | 41.2 | 76.8 | 47.5 | 62.5 | 79.1 | 2.2 | 43 | 49 |
| MOT17-03-DPM | 52.7 | 47.1 | 37.3 | 33 | 30 | 4,158 | 45,033 | 57.0 | 93.5 | 33.2 | 42.3 | 34.3 | 79.4 | 45.0 | 73.9 | 79.8 | 2.8 | 291 | 377 |
| MOT17-03-FRCNN | 58.8 | 49.0 | 40.4 | 37 | 25 | 1,945 | 40,903 | 60.9 | 97.0 | 35.5 | 46.8 | 36.7 | 81.9 | 49.0 | 78.0 | 80.9 | 1.3 | 302 | 313 |
| MOT17-03-SDP | 75.3 | 50.5 | 45.2 | 76 | 13 | 1,623 | 23,733 | 77.3 | 98.0 | 34.4 | 59.7 | 35.5 | 81.7 | 62.7 | 79.4 | 81.7 | 1.1 | 471 | 433 |
| MOT17-06-DPM | 48.3 | 57.3 | 43.5 | 44 | 106 | 362 | 5,671 | 51.9 | 94.4 | 50.0 | 38.2 | 53.8 | 76.1 | 40.2 | 73.1 | 78.5 | 0.3 | 63 | 94 |
| MOT17-06-FRCNN | 56.6 | 63.4 | 50.4 | 64 | 70 | 600 | 4,432 | 62.4 | 92.5 | 53.2 | 48.0 | 57.3 | 78.7 | 51.4 | 76.2 | 81.5 | 0.5 | 78 | 138 |
| MOT17-06-SDP | 59.4 | 66.2 | 51.3 | 83 | 71 | 663 | 4,054 | 65.6 | 92.1 | 54.3 | 48.5 | 59.6 | 76.4 | 52.6 | 73.9 | 80.9 | 0.6 | 69 | 95 |
| MOT17-07-DPM | 38.3 | 43.3 | 33.0 | 7 | 29 | 247 | 10,127 | 40.1 | 96.5 | 36.4 | 30.1 | 37.7 | 77.4 | 31.1 | 75.0 | 79.2 | 0.5 | 53 | 67 |
| MOT17-07-FRCNN | 36.0 | 44.2 | 34.6 | 7 | 15 | 1,677 | 9,013 | 46.6 | 82.5 | 36.7 | 33.6 | 38.9 | 75.2 | 37.2 | 65.8 | 78.0 | 3.4 | 124 | 209 |
| MOT17-07-SDP | 50.5 | 47.3 | 38.4 | 15 | 13 | 877 | 7,374 | 56.3 | 91.6 | 35.5 | 41.9 | 36.8 | 79.4 | 45.2 | 73.4 | 80.7 | 1.8 | 112 | 125 |
| MOT17-08-DPM | 26.8 | 30.1 | 27.0 | 5 | 39 | 310 | 15,080 | 28.6 | 95.1 | 31.6 | 23.1 | 33.0 | 80.2 | 23.8 | 79.1 | 83.0 | 0.5 | 79 | 86 |
| MOT17-08-FRCNN | 22.5 | 30.0 | 27.6 | 8 | 38 | 942 | 15,355 | 27.3 | 86.0 | 35.4 | 21.6 | 37.0 | 82.3 | 22.8 | 71.9 | 82.3 | 1.5 | 71 | 80 |
| MOT17-08-SDP | 30.2 | 33.7 | 30.0 | 10 | 35 | 491 | 14,143 | 33.0 | 93.4 | 34.2 | 26.6 | 36.0 | 80.7 | 27.6 | 77.9 | 82.7 | 0.8 | 98 | 105 |
| MOT17-12-DPM | 43.9 | 53.5 | 42.1 | 18 | 46 | 224 | 4,616 | 46.7 | 94.8 | 49.5 | 35.8 | 52.6 | 77.6 | 37.5 | 76.1 | 81.1 | 0.2 | 24 | 30 |
| MOT17-12-FRCNN | 39.8 | 54.0 | 41.7 | 13 | 41 | 504 | 4,690 | 45.9 | 88.8 | 49.7 | 35.2 | 52.7 | 79.2 | 37.8 | 73.1 | 81.3 | 0.6 | 23 | 34 |
| MOT17-12-SDP | 45.1 | 58.8 | 46.7 | 20 | 40 | 560 | 4,166 | 51.9 | 88.9 | 55.8 | 39.3 | 58.7 | 80.9 | 42.8 | 73.2 | 82.5 | 0.6 | 29 | 30 |
| MOT17-14-DPM | 26.1 | 37.6 | 28.2 | 8 | 94 | 671 | 12,931 | 30.0 | 89.2 | 35.3 | 22.7 | 37.1 | 76.2 | 23.8 | 70.6 | 78.7 | 0.9 | 60 | 77 |
| MOT17-14-FRCNN | 21.5 | 37.8 | 28.7 | 11 | 76 | 2,605 | 11,775 | 36.3 | 72.0 | 32.5 | 25.8 | 34.8 | 71.0 | 29.1 | 57.7 | 75.2 | 3.5 | 122 | 242 |
| MOT17-14-SDP | 34.9 | 44.3 | 32.4 | 12 | 65 | 1,685 | 10,194 | 44.8 | 83.1 | 33.8 | 31.5 | 35.5 | 77.0 | 34.8 | 64.6 | 77.7 | 2.2 | 157 | 199 |
Raw data:
