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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1751.860.746.977.3462 (19.6)1,009 (42.8)29,528240,96057.391.651.642.855.577.146.073.680.31.71,217 (21.2)2,008 (35.0)

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-DPM41.655.641.372.05131433,62243.895.253.931.660.070.932.971.376.40.3315
MOT17-01-FRCNN22.557.646.076.01082,1012,89055.262.962.734.067.075.845.151.578.54.7517
MOT17-01-SDP41.465.949.674.8971,5802,18666.173.061.540.264.877.451.256.578.53.51126
MOT17-03-DPM59.564.848.176.342254,25537,95463.794.049.347.351.978.650.474.379.62.8152280
MOT17-03-FRCNN61.568.551.777.447273,15337,01964.695.555.248.858.080.651.776.480.52.1130177
MOT17-03-SDP75.171.656.678.883133,44322,36078.696.054.059.656.480.263.677.681.52.3240294
MOT17-06-DPM43.752.340.375.5381197185,88550.189.144.636.760.059.939.570.478.70.63464
MOT17-06-FRCNN45.452.441.879.639971,0075,36054.586.442.441.458.659.945.572.181.50.86496
MOT17-06-SDP47.555.943.577.9571069285,20255.987.646.141.361.162.145.371.180.40.85280
MOT17-07-DPM38.551.538.175.05289489,38744.488.844.532.947.772.535.170.177.91.959113
MOT17-07-FRCNN33.647.636.875.46241,15310,01040.785.745.330.349.971.632.768.778.42.350139
MOT17-07-SDP41.654.141.777.411231,1168,69248.588.047.736.551.773.739.471.580.02.252107
MOT17-08-DPM30.148.641.279.016332,11912,58940.480.155.130.960.472.034.067.680.43.45984
MOT17-08-FRCNN27.441.737.078.718391,23114,06033.485.253.325.761.269.627.670.281.22.03757
MOT17-08-SDP34.648.541.580.3183772013,04938.291.857.030.361.577.531.876.382.41.24063
MOT17-12-DPM39.453.940.577.010505144,71945.688.548.933.752.574.836.370.580.00.61826
MOT17-12-FRCNN38.153.542.278.613525784,76945.087.152.234.356.776.337.171.881.20.61421
MOT17-12-SDP44.258.745.080.116454724,33750.090.253.637.957.978.341.073.982.60.52425
MOT17-14-DPM28.740.329.576.179524012,90930.295.938.123.040.373.523.775.379.60.33748
MOT17-14-FRCNN20.838.428.972.76891,92112,64231.675.336.423.340.466.125.560.775.82.677161
MOT17-14-SDP32.047.933.974.26791,18811,31938.885.841.627.844.673.230.166.678.01.659115

Raw data: