CRF_TRA_17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

CRF_TRA_17

Detector:

Public

Description:

n/a

Reference:

Jun xiang, Chao Ma, Guohan Xu, Jianhua Hou, End-to-End Learning Deep CRF models for Multi-Object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2020

Last submitted:

June 20, 2019 (1 year ago)

Published:

January 17, 2019 at 15:12:54 CET

Submissions:

3

Project page / code:

n/a

Open source:

Yes

Hardware:

Runtime:

1.4 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
MOT1753.153.742.276.1571 (24.2)724 (30.7)27,194234,99158.492.441.743.145.173.446.273.179.41.52,518 (43.2)4,918 (84.3)

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-DPM47.663.047.773.1874842,88955.288.057.539.961.974.843.168.776.81.1944
MOT17-01-FRCNN32.347.539.976.6771,1663,18250.773.747.134.049.678.640.759.379.72.62039
MOT17-01-SDP43.751.742.073.61041,3992,18966.175.343.940.548.972.650.457.577.63.14290
MOT17-03-DPM54.755.141.975.632274,13842,94959.093.740.344.042.674.346.574.078.92.8284562
MOT17-03-FRCNN60.759.146.177.144223,26737,70964.095.344.548.348.273.551.176.280.22.2209380
MOT17-03-SDP76.359.649.277.483142,57221,86779.197.041.259.044.072.262.676.880.41.7395722
MOT17-06-DPM46.559.444.275.2401015115,73251.492.251.138.454.576.540.672.978.50.457158
MOT17-06-FRCNN55.461.248.477.381421,5353,62969.284.247.749.563.362.056.668.879.91.388216
MOT17-06-SDP59.063.848.475.9104591,2953,43370.986.647.649.358.066.256.068.479.31.1108177
MOT17-07-DPM45.249.738.075.39178408,33050.791.138.637.740.477.240.172.178.51.782193
MOT17-07-FRCNN39.641.732.773.16129949,05146.488.832.833.634.874.036.068.777.12.0154310
MOT17-07-SDP52.149.638.774.317111,0396,91259.190.635.642.438.272.245.870.378.12.1140265
MOT17-08-DPM31.743.335.979.3153497813,37436.788.845.128.647.180.530.473.581.51.66784
MOT17-08-FRCNN26.031.627.577.683838515,15928.293.934.522.136.180.522.876.081.10.681113
MOT17-08-SDP30.032.426.975.593476013,85634.490.528.226.129.576.127.472.079.01.2167233
MOT17-12-DPM45.756.644.478.718393464,32950.192.651.738.253.881.740.675.281.50.43554
MOT17-12-FRCNN41.455.141.076.613424794,57247.289.547.735.451.276.438.071.979.70.52451
MOT17-12-SDP44.157.643.675.718318903,91354.984.249.338.852.776.243.566.879.21.04574
MOT17-14-DPM31.243.331.274.8147390911,72136.688.235.627.637.774.229.170.177.81.291158
MOT17-14-FRCNN28.939.629.269.311621,86911,03340.379.930.328.433.464.430.961.273.72.5231527
MOT17-14-SDP42.249.034.069.824481,3389,16250.487.433.834.636.665.537.464.874.81.8189468

Raw data:


CRF_TRA_17