MHT_DAM_16: Multiple Hypothesis Tracking with Discriminative Appearance Modeling
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.
Benchmark:
MOT16 |
Short name:
MHT_DAM_16
Detector:
Public
Description:
Reference:
C. Kim, F. Li, A. Ciptadi, J. Rehg. Multiple Hypothesis Tracking Revisited. In ICCV, 2015.
Last submitted:
July 05, 2017 (7 years ago)
Published:
August 07, 2016 at 02:42:21 CET
Submissions:
3
Project page / code:
Open source:
Yes
Hardware:
3.6 GHz, 12 Cores
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 |
| MOT16 | 45.8 | 46.1 | 36.3 | 123 (16.2) | 328 (43.2) | 6,412 | 91,758 | 49.7 | 93.4 | 35.7 | 37.1 | 37.2 | 78.9 | 39.2 | 73.7 | 79.7 | 1.1 | 590 (11.9) | 781 (15.7) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 35.8 | 45.4 | 34.5 | 6 | 10 | 211 | 3,869 | 39.5 | 92.3 | 41.9 | 28.6 | 44.0 | 73.8 | 29.9 | 69.8 | 76.6 | 0.5 | 23 | 45 |
| MOT16-03 | 52.7 | 47.1 | 37.3 | 33 | 30 | 4,184 | 44,940 | 57.0 | 93.4 | 33.2 | 42.2 | 34.4 | 79.4 | 44.9 | 73.7 | 79.7 | 2.8 | 290 | 382 |
| MOT16-06 | 49.1 | 58.2 | 44.1 | 45 | 104 | 376 | 5,439 | 52.9 | 94.2 | 50.5 | 38.8 | 54.5 | 76.0 | 40.9 | 73.0 | 78.4 | 0.3 | 62 | 94 |
| MOT16-07 | 39.3 | 44.3 | 33.6 | 7 | 22 | 275 | 9,584 | 41.3 | 96.1 | 36.6 | 31.0 | 37.9 | 77.4 | 32.1 | 74.8 | 79.2 | 0.6 | 51 | 66 |
| MOT16-08 | 33.2 | 35.4 | 30.2 | 6 | 26 | 357 | 10,740 | 35.8 | 94.4 | 31.8 | 28.7 | 33.3 | 80.1 | 29.8 | 78.5 | 83.0 | 0.6 | 80 | 87 |
| MOT16-12 | 44.3 | 54.4 | 42.7 | 18 | 42 | 338 | 4,255 | 48.7 | 92.3 | 49.4 | 36.9 | 52.4 | 77.5 | 39.2 | 74.3 | 81.0 | 0.4 | 24 | 30 |
| MOT16-14 | 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 |
Raw data:
