CMT: Consistency Model Tracker

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

CMT

Detector:

Public

Description:

n/a

Reference:

#Submission: TIP-21190-2019

Last submitted:

April 25, 2019 (1 year ago)

Published:

October 31, 2018 at 09:29:00 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

i9-8950HK, 2.9 GHZ, 8 Core

Runtime:

6.5 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.860.777.3462 (19.6)1,009 (42.8)29,528240,96057.391.61.71,217 (21.2)2,008 (35.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM41.655.672.05131433,62243.895.20.3315
MOT17-01-FRCNN22.557.676.01082,1012,89055.262.94.7517
MOT17-01-SDP41.465.974.8971,5802,18666.173.03.51126
MOT17-03-DPM59.564.876.342254,25537,95463.794.02.8152280
MOT17-03-FRCNN61.568.577.447273,15337,01964.695.52.1130177
MOT17-03-SDP75.171.678.883133,44322,36078.696.02.3240294
MOT17-06-DPM43.752.375.5381197185,88550.189.10.63464
MOT17-06-FRCNN45.452.479.639971,0075,36054.586.40.86496
MOT17-06-SDP47.555.977.9571069285,20255.987.60.85280
MOT17-07-DPM38.551.575.05289489,38744.488.81.959113
MOT17-07-FRCNN33.647.675.46241,15310,01040.785.72.350139
MOT17-07-SDP41.654.177.411231,1168,69248.588.02.252107
MOT17-08-DPM30.148.679.016332,11912,58940.480.13.45984
MOT17-08-FRCNN27.441.778.718391,23114,06033.485.22.03757
MOT17-08-SDP34.648.580.3183772013,04938.291.81.24063
MOT17-12-DPM39.453.977.010505144,71945.688.50.61826
MOT17-12-FRCNN38.153.578.613525784,76945.087.10.61421
MOT17-12-SDP44.258.780.116454724,33750.090.20.52425
MOT17-14-DPM28.740.376.179524012,90930.295.90.33748
MOT17-14-FRCNN20.838.472.76891,92112,64231.675.32.677161
MOT17-14-SDP32.047.974.26791,18811,31938.885.81.659115

Raw data: