TestUnsup: Multi Object Tracking using Deep Structural Cost Minimization in Data Association
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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.
Benchmark:
MOT16 |
Short name:
TestUnsup
Detector:
Public
Description:
n/a
Reference:
Multi Object Tracking using Deep Structural Cost Minimization in Data Association
Last submitted:
July 04, 2019 (5 years ago)
Published:
October 10, 2019 at 05:22:26 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core GTx 1080
Runtime:
19.7 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 | 41.5 | 44.9 | 0.0 | 104 (13.7) | 330 (43.5) | 12,596 | 93,404 | 48.8 | 87.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 2.1 | 643 (13.2) | 796 (16.3) |
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 | 31.7 | 37.5 | 0.0 | 5 | 10 | 345 | 3,994 | 37.5 | 87.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 0.8 | 30 | 40 |
| MOT16-03 | 46.8 | 46.2 | 0.0 | 28 | 29 | 8,803 | 46,481 | 55.5 | 86.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 5.9 | 316 | 394 |
| MOT16-06 | 48.0 | 57.4 | 0.0 | 34 | 110 | 205 | 5,732 | 50.3 | 96.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 0.2 | 58 | 89 |
| MOT16-07 | 43.4 | 46.4 | 0.0 | 6 | 17 | 524 | 8,646 | 47.0 | 93.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 1.0 | 73 | 88 |
| MOT16-08 | 28.3 | 32.7 | 0.0 | 6 | 26 | 881 | 11,019 | 34.2 | 86.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 1.4 | 94 | 92 |
| MOT16-12 | 38.0 | 54.4 | 0.0 | 16 | 39 | 783 | 4,337 | 47.7 | 83.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 0.9 | 21 | 24 |
| MOT16-14 | 22.6 | 35.1 | 0.0 | 9 | 99 | 1,055 | 13,195 | 28.6 | 83.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 1.4 | 51 | 69 |
Raw data:
