STRN_MOT17: Spatial-Temporal Relation Networks for Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

STRN_MOT17

Detector:

Public

Description:

Spatial-Temporal Relation Networks for Multi-Object Tracking, ICCV2019,
https://arxiv.org/abs/1904.11489

Reference:

J. Xu, Y. Cao, Z. Zhang, H. Hu. Spatial-Temporal Relation Networks for Multi-Object Tracking. In ICCV, 2019.

Last submitted:

November 04, 2019 (1 year ago)

Published:

November 04, 2019 at 04:46:33 CET

Submissions:

1

Project page / code:

n/a

Open source:

Yes

Hardware:

GPU

Runtime:

13.8 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
MOT1750.956.042.675.6446 (18.9)797 (33.8)25,295249,36555.892.644.241.247.973.243.972.979.01.42,397 (43.0)9,363 (167.8)

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-DPM36.747.534.571.7392853,75741.890.440.429.544.670.031.267.676.10.643159
MOT17-01-FRCNN36.547.338.277.9595143,56344.884.945.032.649.777.235.968.181.01.118102
MOT17-01-SDP38.251.738.173.4761,0512,90555.077.141.035.844.571.442.359.377.42.330214
MOT17-03-DPM55.258.143.074.135244,88041,80060.192.842.044.244.673.646.972.477.83.32601,446
MOT17-03-FRCNN58.960.046.677.540252,75240,08761.795.946.347.349.677.049.777.280.61.8193742
MOT17-03-SDP70.268.551.876.161152,88128,01873.296.449.454.552.874.357.675.879.41.92472,148
MOT17-06-DPM49.657.941.772.639944365,42953.993.645.638.453.864.040.770.676.90.480282
MOT17-06-FRCNN55.760.747.378.656715054,62360.893.448.346.458.466.149.576.181.30.493261
MOT17-06-SDP57.563.147.075.766705064,41562.593.648.745.658.164.448.873.179.30.493263
MOT17-07-DPM44.149.435.372.87207668,59549.191.535.834.937.869.837.169.276.91.583401
MOT17-07-FRCNN39.643.833.874.86169079,16145.889.534.833.637.272.136.070.378.51.8136432
MOT17-07-SDP48.151.938.474.913111,0607,56055.289.837.739.340.569.242.869.578.42.1145449
MOT17-08-DPM27.936.929.776.673571214,42431.790.437.223.840.770.025.071.379.71.195253
MOT17-08-FRCNN25.534.730.678.973756115,10728.591.541.522.744.775.123.575.681.70.964136
MOT17-08-SDP30.339.332.477.4103469213,89834.291.340.226.343.871.027.573.580.11.1131305
MOT17-12-DPM42.752.839.575.017435464,37049.688.743.435.949.166.738.869.578.50.647136
MOT17-12-FRCNN38.854.241.477.914466434,63346.586.350.434.254.375.737.569.580.70.72579
MOT17-12-SDP41.956.943.577.720397264,26950.785.851.237.155.274.541.069.380.50.839101
MOT17-14-DPM30.641.429.072.7117295411,75436.487.632.326.235.066.127.967.076.71.3120326
MOT17-14-FRCNN28.938.928.271.511681,57211,33738.782.029.827.333.263.929.762.975.62.1232549
MOT17-14-SDP33.845.832.371.811532,3469,66047.779.032.932.036.862.936.460.276.03.1223579

Raw data:


STRN_MOT17