MSRRT: MOT Tracker of ReID and Region Regression

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

MSRRT

Detector:

Public

Description:

MSRRT use the benchmark detections,and achieved an excellent evaluation.

Reference:

Anonymous submission

Last submitted:

April 21, 2020 (2 months ago)

Published:

April 21, 2020 at 05:44:50 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX1080Ti(x1)

Runtime:

5.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1757.149.377.9590 (25.1)790 (33.5)26,180211,94762.493.11.54,114 (65.9)4,595 (73.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM46.636.178.6591413,25649.595.80.34652
MOT17-01-FRCNN51.636.080.5861192,95354.296.70.35255
MOT17-01-SDP55.243.879.0752532,56760.293.90.67169
MOT17-03-DPM67.251.977.061172,95930,82770.596.12.0521585
MOT17-03-FRCNN65.955.678.256203,44931,92869.595.52.3363495
MOT17-03-SDP72.652.577.574134,81623,13477.994.43.2720775
MOT17-06-DPM38.343.076.9391336696,48445.088.80.6115104
MOT17-06-FRCNN41.745.779.5511217865,97449.388.10.7114121
MOT17-06-SDP41.345.979.1591199275,85250.386.50.8133130
MOT17-07-DPM54.146.977.113135807,03958.394.41.2128176
MOT17-07-FRCNN50.948.078.61099917,16157.690.82.0135174
MOT17-07-SDP54.648.478.11681,3176,18263.489.12.6177211
MOT17-08-DPM32.229.678.9123455113,57735.793.20.9191185
MOT17-08-FRCNN29.129.082.193549914,32532.293.20.8147155
MOT17-08-SDP32.530.880.9123269613,32536.991.81.1234230
MOT17-12-DPM48.552.779.124256373,72957.088.60.79872
MOT17-12-FRCNN42.453.381.917367254,23651.185.90.83550
MOT17-12-SDP47.153.981.422268773,63358.185.21.07876
MOT17-14-DPM42.949.176.828498469,51148.591.41.1190227
MOT17-14-FRCNN39.847.675.730442,1478,67853.082.02.9311308
MOT17-14-SDP45.850.175.937362,1957,57659.083.22.9255345

Raw data: