Tracklet Siamese Network
Short name:
TSN_15
Benchmark:
Description:
n/a
Hardware:
3.30 GHZ, 1 Core
Detector:
Public
Processing:
Batch
Last submitted:
July 07, 2018 (7 months ago)
Published:
July 07, 2018 at 06:05:49 CET
Submissions:
1
Open source:
No
Project page / code:
n/a
Reference:
Anonymous submission
Benchmark performance:
| MOTA | MOTP | FAF | MT | ML | FP | FN | ID Sw. | Frag | Specifications | Detector |
| 35.5 | 71.5 | 1.0 | 14.4 % | 43.6 % | 5,682 | 33,515 | 454 | 967 | 3.30 GHZ, 1 Core | Public |
| IDF1 | ID Precision | ID Recall |
| 43.0 | 60.8 | 33.2 |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | FAF | GT | MT | ML | FP | FN | ID Sw | Frag |
| TUD-Crossing | 66.2 | 60.2 | 75.1 | 0.1 | 13 | 46.2 % | 15.4 % | 20 | 340 | 13 | 14 |
| PETS09-S2L2 | 50.7 | 37.8 | 70.4 | 1.9 | 42 | 19.0 % | 11.9 % | 848 | 3,739 | 165 | 235 |
| ETH-Jelmoli | 41.0 | 58.5 | 73.4 | 0.9 | 45 | 22.2 % | 31.1 % | 389 | 1,094 | 15 | 38 |
| ETH-Linthescher | 22.1 | 30.9 | 75.3 | 0.2 | 197 | 7.1 % | 70.6 % | 216 | 6,717 | 26 | 41 |
| ETH-Crossing | 32.4 | 47.6 | 75.0 | 0.1 | 26 | 7.7 % | 57.7 % | 13 | 662 | 3 | 3 |
| AVG-TownCentre | 36.9 | 53.0 | 69.3 | 1.5 | 226 | 20.8 % | 39.4 % | 681 | 3,767 | 62 | 254 |
| ADL-Rundle-1 | 30.6 | 46.4 | 72.8 | 2.2 | 32 | 15.6 % | 34.4 % | 1,114 | 5,327 | 21 | 56 |
| ADL-Rundle-3 | 38.6 | 39.9 | 73.6 | 1.4 | 44 | 6.8 % | 27.3 % | 859 | 5,317 | 62 | 67 |
| KITTI-16 | 44.7 | 48.1 | 72.1 | 0.8 | 17 | 11.8 % | 11.8 % | 170 | 739 | 31 | 39 |
| KITTI-19 | 27.3 | 46.4 | 64.6 | 1.1 | 62 | 6.5 % | 25.8 % | 1,108 | 2,734 | 42 | 194 |
| Venice-1 | 26.4 | 36.2 | 72.4 | 0.6 | 17 | 17.6 % | 52.9 % | 264 | 3,079 | 14 | 26 |
Raw data:
n/a
