Seq2Seq: sequence to sequence tracking using reid features

MOT17-01-DPM


Short name:

Seq2Seq

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Anonymous submission

Processing:

Batch

Last submitted:

June 12, 2019 (11 months ago)

Published:

March 01, 2020 at 23:30:25 CET

Submissions:

1

Open source:

No

Hardware:

GTX 1060

Runtime:

1.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1752.749.477.0417 (17.7)900 (38.2)10,819253,89055.096.60.62,396 (43.6)3,374 (61.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM38.941.175.4512393,88539.898.50.12027
MOT17-01-FRCNN42.945.876.86102073,45546.493.50.52134
MOT17-01-SDP43.342.776.36102093,42346.993.50.52537
MOT17-03-DPM58.544.876.638221,89041,01560.897.11.3509569
MOT17-03-FRCNN62.452.777.242231,81637,21964.497.41.2302374
MOT17-03-SDP73.262.076.367162,24425,49675.697.21.5299491
MOT17-06-DPM48.856.775.7331042295,73951.396.40.265122
MOT17-06-FRCNN53.459.475.852744624,91958.393.70.4105176
MOT17-06-SDP54.959.375.052754994,72859.993.40.490179
MOT17-07-DPM40.844.677.16251339,79842.098.20.373125
MOT17-07-FRCNN40.441.377.24213759,59643.295.10.897156
MOT17-07-SDP45.345.576.89203078,85347.696.30.677134
MOT17-08-DPM27.130.282.97389215,25127.898.50.16671
MOT17-08-FRCNN26.430.283.183815515,33427.497.40.26073
MOT17-08-SDP28.531.282.2103618214,85129.797.20.379100
MOT17-12-DPM43.954.583.01347344,80444.699.10.02227
MOT17-12-FRCNN42.750.982.41248404,90543.498.90.02429
MOT17-12-SDP45.554.782.11647974,60046.997.70.12427
MOT17-14-DPM27.536.374.9108832012,97429.894.50.4114151
MOT17-14-FRCNN31.341.273.5107673911,79336.290.11.0159232
MOT17-14-SDP34.242.673.7117075011,25239.190.61.0165240

Raw data: