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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1753.153.776.1571 (24.2)724 (30.7)27,194234,99158.492.41.52,518 (43.2)4,918 (84.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM47.663.073.1874842,88955.288.01.1944
MOT17-01-FRCNN32.347.576.6771,1663,18250.773.72.62039
MOT17-01-SDP43.751.773.61041,3992,18966.175.33.14290
MOT17-03-DPM54.755.175.632274,13842,94959.093.72.8284562
MOT17-03-FRCNN60.759.177.144223,26737,70964.095.32.2209380
MOT17-03-SDP76.359.677.483142,57221,86779.197.01.7395722
MOT17-06-DPM46.559.475.2401015115,73251.492.20.457158
MOT17-06-FRCNN55.461.277.381421,5353,62969.284.21.388216
MOT17-06-SDP59.063.875.9104591,2953,43370.986.61.1108177
MOT17-07-DPM45.249.775.39178408,33050.791.11.782193
MOT17-07-FRCNN39.641.773.16129949,05146.488.82.0154310
MOT17-07-SDP52.149.674.317111,0396,91259.190.62.1140265
MOT17-08-DPM31.743.379.3153497813,37436.788.81.66784
MOT17-08-FRCNN26.031.677.683838515,15928.293.90.681113
MOT17-08-SDP30.032.475.593476013,85634.490.51.2167233
MOT17-12-DPM45.756.678.718393464,32950.192.60.43554
MOT17-12-FRCNN41.455.176.613424794,57247.289.50.52451
MOT17-12-SDP44.157.675.718318903,91354.984.21.04574
MOT17-14-DPM31.243.374.8147390911,72136.688.21.291158
MOT17-14-FRCNN28.939.669.311621,86911,03340.379.92.5231527
MOT17-14-SDP42.249.069.824481,3389,16250.487.41.8189468

Raw data:


CRF_TRA_17