Benchmark:
MOT16 |
Short name:
NOMT_16
Detector:
Public
Description:
n/a
Reference:
W. Choi. Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor. In ICCV, 2015.
Last submitted:
May 03, 2016 (7 years ago)
Published:
March 16, 2016 at 19:29:47 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.4 GHz Xeon, 16 Cores
Runtime:
2.6 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 | 46.4 | 53.3 | 41.7 | 139 (18.3) | 314 (41.4) | 9,753 | 87,565 | 52.0 | 90.7 | 45.6 | 38.6 | 48.6 | 76.7 | 41.4 | 72.2 | 79.7 | 1.6 | 359 (6.9) | 504 (9.7) |
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 | 34.2 | 46.0 | 34.5 | 6 | 11 | 66 | 4,133 | 35.4 | 97.2 | 46.2 | 25.8 | 52.8 | 68.3 | 26.6 | 73.1 | 77.7 | 0.1 | 6 | 10 |
| MOT16-03 | 53.0 | 57.5 | 44.7 | 38 | 25 | 6,409 | 42,563 | 59.3 | 90.6 | 46.3 | 43.5 | 49.0 | 77.1 | 47.1 | 72.0 | 79.5 | 4.3 | 141 | 174 |
| MOT16-06 | 38.7 | 59.6 | 45.2 | 16 | 106 | 1,080 | 5,932 | 48.6 | 83.8 | 51.4 | 40.3 | 56.3 | 72.6 | 42.4 | 73.3 | 78.4 | 0.9 | 64 | 140 |
| MOT16-07 | 44.9 | 46.9 | 36.8 | 11 | 18 | 537 | 8,398 | 48.5 | 93.7 | 37.5 | 36.5 | 39.6 | 75.5 | 38.3 | 73.8 | 78.7 | 1.1 | 51 | 73 |
| MOT16-08 | 36.7 | 43.1 | 37.3 | 13 | 21 | 378 | 10,161 | 39.3 | 94.6 | 43.6 | 32.1 | 47.1 | 80.3 | 33.3 | 80.2 | 84.1 | 0.6 | 50 | 52 |
| MOT16-12 | 39.3 | 54.8 | 43.4 | 18 | 38 | 818 | 4,196 | 49.4 | 83.4 | 52.2 | 36.1 | 56.1 | 74.3 | 40.3 | 68.0 | 80.8 | 0.9 | 18 | 19 |
| MOT16-14 | 21.8 | 37.7 | 28.7 | 5 | 98 | 1,353 | 13,046 | 29.4 | 80.1 | 36.9 | 22.4 | 39.3 | 72.5 | 24.1 | 65.7 | 78.2 | 1.8 | 50 | 65 |
Raw data: