TUD-Crossing
Benchmark:
MOT15 |
Short name:
EDA_GNN
Detector:
Public
Description:
n/a
Reference:
Paper ID 2713
Last submitted:
November 15, 2018 (5 years ago)
Published:
November 15, 2018 at 17:07:05 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
NVIDIA TITAN XP
Runtime:
56.4 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 | 21.8 | 27.8 | 23.3 | 65 (9.0) | 290 (40.2) | 11,970 | 34,587 | 43.7 | 69.2 | 19.5 | 28.4 | 21.5 | 61.8 | 33.6 | 53.2 | 74.2 | 2.1 | 1,488 (34.0) | 1,851 (42.4) |
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 | 11.9 | 29.2 | 24.7 | 6 | 11 | 2,646 | 5,442 | 41.5 | 59.4 | 24.9 | 25.1 | 27.5 | 63.7 | 32.2 | 46.1 | 75.5 | 5.3 | 115 | 156 |
ADL-Rundle-3 | 24.7 | 25.7 | 21.9 | 3 | 9 | 2,243 | 5,246 | 48.4 | 68.7 | 16.1 | 30.1 | 17.0 | 66.6 | 36.8 | 52.2 | 75.0 | 3.6 | 166 | 133 |
AVG-TownCentre | 13.8 | 32.7 | 26.1 | 22 | 74 | 1,806 | 4,008 | 43.9 | 63.5 | 24.6 | 28.5 | 29.2 | 52.8 | 34.5 | 49.9 | 72.2 | 4.0 | 347 | 419 |
ETH-Crossing | 20.4 | 31.7 | 24.7 | 3 | 14 | 94 | 693 | 30.9 | 76.7 | 27.5 | 22.5 | 29.4 | 73.9 | 24.6 | 61.0 | 76.5 | 0.4 | 11 | 15 |
ETH-Jelmoli | 35.6 | 42.8 | 31.9 | 11 | 14 | 423 | 1,144 | 54.9 | 76.7 | 28.7 | 35.7 | 31.2 | 66.1 | 42.0 | 58.7 | 76.6 | 1.0 | 66 | 62 |
ETH-Linthescher | 20.3 | 25.8 | 21.7 | 8 | 137 | 330 | 6,700 | 25.0 | 87.1 | 25.6 | 18.5 | 28.2 | 67.8 | 19.3 | 67.5 | 76.7 | 0.3 | 87 | 96 |
KITTI-16 | 28.5 | 26.6 | 20.0 | 0 | 2 | 285 | 819 | 51.9 | 75.6 | 11.4 | 35.3 | 12.3 | 49.6 | 40.6 | 59.2 | 74.8 | 1.4 | 113 | 117 |
KITTI-19 | 11.1 | 27.4 | 22.6 | 3 | 19 | 1,628 | 2,948 | 44.8 | 59.5 | 18.9 | 27.5 | 21.0 | 55.3 | 34.5 | 45.8 | 70.8 | 1.5 | 175 | 293 |
PETS09-S2L2 | 36.5 | 23.8 | 19.9 | 2 | 2 | 1,254 | 4,577 | 52.5 | 80.2 | 11.3 | 35.8 | 11.9 | 58.7 | 39.8 | 60.7 | 73.0 | 2.9 | 289 | 406 |
TUD-Crossing | 59.2 | 36.8 | 31.2 | 5 | 2 | 105 | 298 | 73.0 | 88.4 | 19.9 | 49.4 | 21.5 | 61.4 | 55.1 | 66.8 | 76.5 | 0.5 | 47 | 35 |
Venice-1 | 13.7 | 21.8 | 20.1 | 2 | 6 | 1,156 | 2,712 | 40.6 | 61.6 | 16.2 | 25.4 | 17.3 | 62.7 | 31.6 | 48.0 | 74.5 | 2.6 | 72 | 119 |
Raw data: