GCNoMOT: GCN for Online MOT

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 |

Short name:

GCNoMOT

Detector:

Public

Description:

Graph convolutional network based online multi-object tracking

Reference:

Last submitted:

March 15, 2021 (8 months ago)

Published:

March 07, 2021 at 16:17:38 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

RTX 2080 Ti

Runtime:

5.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1759.555.344.8658 (27.9)760 (32.3)22,310203,16764.094.242.148.149.065.451.475.780.91.33,304 (0.0)3,392 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM47.652.743.78111233,24049.896.351.137.553.577.839.175.680.00.31617
MOT17-01-FRCNN46.148.141.19103623,09952.090.344.538.251.570.141.371.780.30.81819
MOT17-01-SDP46.350.642.99104432,99353.688.647.239.252.772.142.770.779.91.02830
MOT17-03-DPM72.160.148.178164,62424,28476.894.641.056.948.261.761.375.580.63.1309254
MOT17-03-FRCNN71.564.150.872173,32626,27374.995.946.056.453.866.560.176.980.92.2198270
MOT17-03-SDP77.165.051.789134,81918,87582.094.744.560.553.063.165.375.480.33.2299335
MOT17-06-DPM55.653.643.069765904,48861.992.540.046.647.967.250.275.081.30.5157157
MOT17-06-FRCNN56.551.742.673598394,08765.390.237.348.947.759.653.674.181.70.7203194
MOT17-06-SDP56.649.641.577628494,06365.590.135.948.447.158.353.373.381.30.7199190
MOT17-07-DPM44.535.930.38202878,91447.296.525.536.527.369.038.077.681.20.6172173
MOT17-07-FRCNN43.640.433.99184758,86947.594.432.036.534.170.438.476.281.21.0182192
MOT17-07-SDP45.836.931.59164858,44750.094.626.338.329.065.240.376.381.01.0225221
MOT17-08-DPM34.843.138.1173633113,39036.695.948.929.752.777.330.780.583.70.56161
MOT17-08-FRCNN31.840.836.8163648513,85034.493.749.027.852.676.628.978.883.70.86372
MOT17-08-SDP34.542.537.1173259813,15637.793.045.830.250.574.931.577.883.01.07981
MOT17-12-DPM47.856.746.618391804,30750.396.053.940.456.782.742.280.583.60.23737
MOT17-12-FRCNN46.657.846.716401674,43148.996.255.739.358.782.041.080.783.80.22630
MOT17-12-SDP46.957.346.919393084,25850.993.554.740.457.981.442.778.583.40.33741
MOT17-14-DPM34.736.927.9137667111,14939.791.626.429.730.062.331.472.479.50.9258258
MOT17-14-FRCNN33.534.527.216711,17410,74941.886.824.530.529.754.033.068.578.81.6364379
MOT17-14-SDP36.235.327.316631,17410,24544.687.523.332.728.152.535.369.379.01.6373381

Raw data:


GCNoMOT