Cascade Global Hypotheses Association Multi-Object Tracking


Short name:

CGHA_MOT

Benchmark:

Description:

n/a

Hardware:

1 GHz, 1 Core

Detector:

Public

Processing:

Online

Last submitted:

June 08, 2019 (5 months ago)

Published:

June 08, 2019 at 08:10:57 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
41.276.21.48.3 % 45.9 % 25,462299,1127,29418,6551 GHz, 1 CorePublic
IDF1ID PrecisionID Recall
44.064.733.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM20.335.671.71.3248.3 % 41.7 % 5704,419153326
MOT17-03-DPM41.344.174.75.214811.5 % 23.6 % 7,78152,6241,0583,737
MOT17-06-DPM36.544.472.90.22223.6 % 52.7 % 2876,946246606
MOT17-07-DPM29.836.373.71.0601.7 % 45.0 % 50111,075288982
MOT17-08-DPM17.323.578.31.3761.3 % 56.6 % 82416,420219624
MOT17-12-DPM14.128.175.60.6913.3 % 75.8 % 5706,79282234
MOT17-14-DPM12.824.273.91.91640.0 % 63.4 % 1,43614,278408895
MOT17-01-FRCNN23.642.176.73.02420.8 % 33.3 % 1,3503,52551213
MOT17-03-FRCNN55.753.777.91.114823.0 % 18.9 % 1,60344,3174191,524
MOT17-06-FRCNN43.845.179.00.32229.9 % 37.8 % 3675,997263585
MOT17-07-FRCNN29.035.975.72.0605.0 % 36.7 % 99210,727271739
MOT17-08-FRCNN19.124.980.81.0763.9 % 59.2 % 64216,340117338
MOT17-12-FRCNN17.228.978.30.3914.4 % 80.2 % 2546,88341111
MOT17-14-FRCNN13.324.672.32.61641.2 % 56.7 % 1,98613,543495955
MOT17-01-SDP33.542.374.01.92425.0 % 29.2 % 8443,264180352
MOT17-03-SDP65.655.676.41.714832.4 % 13.5 % 2,48532,2121,3122,808
MOT17-06-SDP45.950.476.30.42228.1 % 39.6 % 4215,690265590
MOT17-07-SDP37.142.075.71.36010.0 % 33.3 % 6549,5454291,043
MOT17-08-SDP23.726.578.70.5767.9 % 52.6 % 29515,543275570
MOT17-12-SDP20.530.877.60.2915.5 % 75.8 % 1696,63684168
MOT17-14-SDP22.129.873.11.91641.2 % 48.2 % 1,43112,3366381,255

Raw data:

n/a


CGHA_MOT