MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

AM_ADM17

Benchmark:

Description:

n/a

Hardware:

3.40GHZ, 1Core

Detector:

Public

Processing:

Online

Last submitted:

September 18, 2018 (2 months ago)

Published:

September 27, 2018 at 05:58:34 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

S. Lee, M. Kim, S. Bae, Learning Discriminative Appearance Models for Online Multi-Object Tracking with Appearance Discriminability Measures, In IEEE Access, 2018.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
48.176.71.413.4 % 39.7 % 25,061265,4952,2145,0273.40GHZ, 1CorePublic
IDF1ID PrecisionID Recall
52.171.441.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM33.839.071.60.62412.5 % 45.8 % 2663,9752965
MOT17-03-DPM52.553.476.01.814821.6 % 19.6 % 2,63446,845227721
MOT17-06-DPM35.842.873.00.72226.3 % 53.6 % 8446,606113215
MOT17-07-DPM33.037.272.42.6608.3 % 41.7 % 1,2789,918127309
MOT17-08-DPM21.027.178.41.9765.3 % 51.3 % 1,19315,40889137
MOT17-12-DPM36.150.376.00.99114.3 % 47.3 % 7974,6865569
MOT17-14-DPM19.731.874.11.31640.6 % 62.2 % 94113,81888185
MOT17-01-FRCNN26.343.876.13.52425.0 % 33.3 % 1,5543,1762448
MOT17-03-FRCNN58.759.077.41.214826.4 % 17.6 % 1,82941,224171431
MOT17-06-FRCNN44.051.877.70.922211.7 % 38.3 % 1,0645,43599195
MOT17-07-FRCNN31.238.773.73.4603.3 % 25.0 % 1,7179,756151326
MOT17-08-FRCNN22.428.779.51.4767.9 % 52.6 % 87115,45275102
MOT17-12-FRCNN35.751.078.00.69112.1 % 48.4 % 5654,9842246
MOT17-14-FRCNN16.531.971.33.51643.0 % 50.0 % 2,60212,594234446
MOT17-01-SDP41.151.173.62.62425.0 % 16.7 % 1,1802,58234106
MOT17-03-SDP74.769.278.20.814848.6 % 9.5 % 1,24225,078166524
MOT17-06-SDP45.950.676.01.022216.7 % 36.5 % 1,1525,120106215
MOT17-07-SDP43.544.975.12.16015.0 % 28.3 % 1,0748,351117295
MOT17-08-SDP28.531.379.10.77611.8 % 50.0 % 42114,57797165
MOT17-12-SDP40.855.378.50.69115.4 % 47.3 % 5774,5283049
MOT17-14-SDP30.741.772.91.71641.2 % 42.1 % 1,26011,382160378

Raw data:


AM_ADM17