MHT_DAM_16: Multiple Hypothesis Tracking with Discriminative Appearance Modeling
MOT16-01
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 (3 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 | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 45.8 | 46.1 | 36.3 | 76.3 | 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 | MOTP | 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 | 72.1 | 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 | 76.3 | 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 | 74.7 | 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 | 75.7 | 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 | 80.4 | 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 | 78.4 | 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 | 75.5 | 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:
