EAMTTpub: EA-PHD-PF
TUD-Crossing
Benchmark:
MOT15 |
Short name:
EAMTTpub
Detector:
Public
Description:
n/a
Reference:
R. Sanchez-Matilla, F. Poiesi, A. Cavallaro "Multi-target tracking with strong and weak detections" in BMTT ECCVw 2016
Last submitted:
July 20, 2016 (4 years ago)
Published:
August 16, 2016 at 11:58:38 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
i7 3.40GHz 1 Core
Runtime:
12.2 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 22.3 | 32.8 | 25.7 | 70.8 | 39 (5.4) | 380 (52.7) | 7,924 | 38,982 | 36.6 | 73.9 | 26.7 | 25.2 | 29.7 | 65.6 | 28.2 | 57.1 | 74.5 | 1.4 | 833 (22.8) | 1,485 (40.6) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 10.4 | 32.8 | 27.3 | 71.4 | 6 | 11 | 2,945 | 5,298 | 43.1 | 57.6 | 29.6 | 25.8 | 32.5 | 68.1 | 33.7 | 45.1 | 75.0 | 5.9 | 92 | 169 |
| ADL-Rundle-3 | 30.8 | 38.7 | 29.1 | 72.5 | 3 | 11 | 1,241 | 5,702 | 43.9 | 78.2 | 28.5 | 29.9 | 31.0 | 69.9 | 33.7 | 60.0 | 76.0 | 2.0 | 91 | 107 |
| AVG-TownCentre | 17.3 | 33.3 | 25.8 | 68.5 | 11 | 111 | 911 | 4,797 | 32.9 | 72.1 | 28.8 | 23.5 | 35.4 | 51.4 | 25.8 | 56.6 | 72.4 | 2.0 | 201 | 391 |
| ETH-Crossing | 4.2 | 5.5 | 7.6 | 79.2 | 0 | 23 | 1 | 956 | 4.7 | 97.9 | 15.1 | 3.8 | 15.3 | 85.9 | 3.8 | 79.6 | 82.1 | 0.0 | 4 | 4 |
| ETH-Jelmoli | 34.1 | 42.4 | 29.7 | 73.1 | 6 | 17 | 193 | 1,444 | 43.1 | 85.0 | 28.8 | 31.0 | 34.2 | 64.0 | 33.5 | 66.1 | 76.8 | 0.4 | 36 | 47 |
| ETH-Linthescher | 7.8 | 12.3 | 12.6 | 73.2 | 2 | 171 | 52 | 8,157 | 8.7 | 93.7 | 24.3 | 6.6 | 25.1 | 76.7 | 6.6 | 71.8 | 77.1 | 0.0 | 25 | 33 |
| KITTI-16 | 36.7 | 50.3 | 34.2 | 73.9 | 1 | 3 | 163 | 879 | 48.3 | 83.5 | 34.4 | 34.1 | 36.8 | 68.0 | 37.6 | 65.0 | 76.5 | 0.8 | 35 | 61 |
| KITTI-19 | 24.7 | 39.6 | 29.2 | 66.3 | 4 | 17 | 836 | 3,106 | 41.9 | 72.8 | 29.9 | 29.0 | 33.2 | 62.4 | 32.2 | 56.0 | 70.9 | 0.8 | 82 | 222 |
| PETS09-S2L2 | 39.9 | 33.1 | 24.9 | 69.7 | 3 | 6 | 758 | 4,814 | 50.1 | 86.4 | 17.7 | 35.4 | 18.9 | 65.3 | 37.9 | 65.3 | 74.0 | 1.7 | 218 | 357 |
| TUD-Crossing | 48.0 | 46.0 | 32.7 | 72.9 | 3 | 2 | 110 | 436 | 60.4 | 85.8 | 25.8 | 41.5 | 30.9 | 58.2 | 46.2 | 65.6 | 76.4 | 0.5 | 27 | 37 |
| Venice-1 | 9.5 | 27.1 | 21.5 | 72.4 | 0 | 8 | 714 | 3,393 | 25.6 | 62.1 | 25.8 | 18.0 | 29.1 | 62.4 | 20.7 | 50.1 | 75.5 | 1.6 | 22 | 57 |
Raw data:
