EAMTT_17: EA-PHD-PF

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

EAMTT_17

Detector:

Public

Description:

Online multi-target tracking with strong and weak detections

Reference:

R. Sanchez-Matilla, F. Poiesi, A. Cavallaro. Online Multi-target Tracking with Strong and Weak Detections. In Computer Vision -- ECCV 2016 Workshops, 2016.

Last submitted:

December 20, 2017 (3 years ago)

Published:

December 20, 2017 at 13:43:27 CET

Submissions:

1

Open source:

No

Hardware:

i7 3.40GHz 1 Core

Runtime:

12.0 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
MOT1742.641.80.076.0300 (12.7)1,006 (42.7)30,711288,47448.990.00.00.00.00.00.00.0100.01.74,488 (91.8)5,720 (117.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM22.023.40.072.02141124,88524.393.30.00.00.00.00.00.0100.00.23643
MOT17-01-FRCNN30.537.90.074.76101,1553,29848.973.20.00.00.00.00.00.0100.02.62751
MOT17-01-SDP41.843.90.072.9656403,05352.784.10.00.00.00.00.00.0100.01.460100
MOT17-03-DPM40.534.10.076.316443,89257,82244.892.30.00.00.00.00.00.0100.02.6521688
MOT17-03-FRCNN56.047.40.077.535262,24843,44758.596.50.00.00.00.00.00.0100.01.5357507
MOT17-03-SDP70.457.90.078.368153,19927,35373.996.00.00.00.00.00.00.0100.02.1461822
MOT17-06-DPM26.736.00.070.6121261,3577,05440.177.70.00.00.00.00.00.0100.01.1226251
MOT17-06-FRCNN37.847.90.072.132671,6625,35754.579.50.00.00.00.00.00.0100.01.4309348
MOT17-06-SDP38.646.10.071.040741,8255,08956.878.60.00.00.00.00.00.0100.01.5320351
MOT17-07-DPM26.329.40.073.343497411,35932.885.00.00.00.00.00.00.0100.01.9124182
MOT17-07-FRCNN30.837.60.073.33201,33510,22739.583.30.00.00.00.00.00.0100.02.7136259
MOT17-07-SDP39.240.90.074.77201,4318,69748.585.10.00.00.00.00.00.0100.02.9137226
MOT17-08-DPM19.123.50.077.24441,20115,76525.481.70.00.00.00.00.00.0100.01.9113134
MOT17-08-FRCNN21.828.40.075.774272215,71825.688.20.00.00.00.00.00.0100.01.269102
MOT17-08-SDP28.329.80.075.183582114,15433.089.50.00.00.00.00.00.0100.01.3172225
MOT17-12-DPM28.938.20.072.18508525,25439.480.00.00.00.00.00.00.0100.00.95495
MOT17-12-FRCNN28.243.60.070.310488195,37038.080.10.00.00.00.00.00.0100.00.93593
MOT17-12-SDP35.746.60.071.217428334,67846.082.70.00.00.00.00.00.0100.00.958113
MOT17-14-DPM11.916.60.073.2113145415,65115.386.20.00.00.00.00.00.0100.00.6170158
MOT17-14-FRCNN12.130.70.069.48843,28712,33033.365.20.00.00.00.00.00.0100.04.4636548
MOT17-14-SDP22.833.60.072.26751,89211,91335.577.60.00.00.00.00.00.0100.02.5467424

Raw data: