Benchmark:
MOT15 |
Short name:
JointMC
Detector:
Public
Description:
n/a
Reference:
M. Keuper, S. Tang, B. Andres, T. Brox, B. Schiele. Motion Segmentation amp; Multiple Object Tracking by Correlation Co-Clustering. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018.
Last submitted:
July 20, 2016 (8 years ago)
Published:
July 14, 2016 at 10:23:52 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
3 GHZ, 1 Core
Runtime:
0.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 35.6 | 45.1 | 34.6 | 167 (23.2) | 283 (39.3) | 10,580 | 28,508 | 53.6 | 75.7 | 34.7 | 34.9 | 39.4 | 64.9 | 41.1 | 58.0 | 75.8 | 1.8 | 457 (8.5) | 969 (18.1) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 16.1 | 40.8 | 32.5 | 13 | 8 | 3,778 | 3,969 | 57.4 | 58.6 | 34.6 | 31.2 | 39.3 | 60.7 | 44.1 | 45.0 | 76.2 | 7.6 | 58 | 88 |
| ADL-Rundle-3 | 39.3 | 43.9 | 32.7 | 9 | 11 | 1,125 | 5,001 | 50.8 | 82.1 | 30.8 | 35.1 | 33.3 | 70.1 | 39.2 | 63.4 | 76.7 | 1.8 | 48 | 70 |
| AVG-TownCentre | 43.1 | 62.2 | 44.8 | 66 | 73 | 922 | 3,116 | 56.4 | 81.4 | 51.8 | 39.2 | 59.2 | 66.8 | 43.4 | 62.7 | 74.1 | 2.0 | 28 | 213 |
| ETH-Crossing | 21.9 | 35.0 | 25.9 | 2 | 16 | 91 | 687 | 31.5 | 77.6 | 30.3 | 22.4 | 33.8 | 69.3 | 24.5 | 60.4 | 76.9 | 0.4 | 5 | 6 |
| ETH-Jelmoli | 44.4 | 58.5 | 42.3 | 16 | 13 | 558 | 837 | 67.0 | 75.3 | 42.5 | 42.4 | 55.2 | 58.3 | 52.3 | 58.8 | 77.3 | 1.3 | 16 | 47 |
| ETH-Linthescher | 25.7 | 34.7 | 28.7 | 20 | 137 | 354 | 6,250 | 30.0 | 88.3 | 36.5 | 22.6 | 42.4 | 67.7 | 23.8 | 70.0 | 79.0 | 0.3 | 30 | 65 |
| KITTI-16 | 41.7 | 56.6 | 40.1 | 4 | 2 | 350 | 616 | 63.8 | 75.6 | 39.2 | 41.0 | 43.4 | 60.9 | 49.0 | 58.1 | 74.8 | 1.7 | 26 | 54 |
| KITTI-19 | 25.7 | 45.9 | 34.2 | 13 | 15 | 1,562 | 2,341 | 56.2 | 65.8 | 35.2 | 33.7 | 39.6 | 60.7 | 42.2 | 49.5 | 71.8 | 1.5 | 66 | 155 |
| PETS09-S2L2 | 56.0 | 41.1 | 32.0 | 10 | 2 | 942 | 3,162 | 67.2 | 87.3 | 22.6 | 45.7 | 24.9 | 62.2 | 50.6 | 65.7 | 75.3 | 2.2 | 142 | 220 |
| TUD-Crossing | 80.9 | 60.2 | 47.0 | 10 | 1 | 36 | 163 | 85.2 | 96.3 | 36.8 | 60.4 | 43.9 | 63.1 | 65.2 | 73.7 | 79.1 | 0.2 | 12 | 15 |
| Venice-1 | 28.7 | 40.0 | 31.2 | 4 | 5 | 862 | 2,366 | 48.1 | 71.8 | 32.2 | 30.5 | 34.0 | 69.4 | 36.8 | 54.8 | 76.8 | 1.9 | 26 | 36 |
Raw data: