GMPHD_N1Tr:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

GMPHD_N1Tr

Detector:

Public

Description:

n/a

Reference:

N. Baisa, A. Wallace. Development of a N-type GM-PHD filter for multiple target, multiple type visual tracking. In Journal of Visual Communication and Image Representation, 2019.

Last submitted:

February 17, 2019 (2 years ago)

Published:

February 17, 2019 at 11:35:23 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

9.9 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
MOT1742.133.930.377.7280 (11.9)1,005 (42.7)18,214297,64647.293.625.936.127.376.238.075.280.51.010,698 (226.4)10,864 (229.9)

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-DPM20.316.615.574.1115344,99522.697.714.216.914.674.317.274.478.10.1109120
MOT17-01-FRCNN25.031.829.876.8681,4383,33148.468.427.732.529.276.139.856.479.13.27074
MOT17-01-SDP37.129.025.974.7758413,01253.380.318.836.620.470.541.963.277.91.9206205
MOT17-03-DPM39.425.923.277.2125353760,86341.998.816.832.217.378.433.078.080.40.42,0472,102
MOT17-03-FRCNN55.743.837.278.135281,56143,97458.097.531.344.832.879.446.778.581.21.0795889
MOT17-03-SDP67.241.137.979.1571684431,41370.098.926.854.027.978.456.479.681.80.62,0332,256
MOT17-06-DPM34.935.527.973.7111302737,15439.394.427.229.032.267.030.172.477.50.2239235
MOT17-06-FRCNN41.440.634.177.032729985,51453.286.329.640.034.463.243.670.679.10.8393328
MOT17-06-SDP41.839.232.775.335731,0925,34854.685.527.439.632.261.343.568.177.90.9414345
MOT17-07-DPM25.622.820.074.933638011,78530.293.117.723.018.471.523.773.178.20.8408425
MOT17-07-FRCNN27.426.324.974.93191,66710,06240.480.422.030.023.466.332.865.377.63.3532511
MOT17-07-SDP37.129.928.776.15191,1798,85447.687.224.035.425.466.638.370.178.92.4595580
MOT17-08-DPM21.421.720.581.03448716,25023.198.222.318.822.783.519.181.583.40.1259263
MOT17-08-FRCNN21.827.125.680.764070015,68025.888.632.120.733.481.621.674.282.81.1143159
MOT17-08-SDP27.327.425.980.183636814,68330.594.627.824.428.780.225.278.282.50.6315326
MOT17-12-DPM35.235.830.078.0849825,38937.897.630.629.531.681.930.378.281.00.1143149
MOT17-12-FRCNN36.447.437.878.612484354,98342.589.444.532.446.980.334.672.981.50.59296
MOT17-12-SDP40.448.540.380.215424264,61546.890.545.336.047.780.038.674.782.70.5124120
MOT17-14-DPM12.113.412.675.5412622715,70815.092.414.111.514.574.411.772.378.50.3307311
MOT17-14-FRCNN13.123.019.671.910772,94112,39932.967.417.223.818.858.427.055.374.53.9713639
MOT17-14-SDP21.625.520.973.27692,10411,63437.176.516.926.918.161.829.761.376.02.8761731

Raw data: