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 (8 months 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1750.956.075.6446 (18.9)797 (33.8)25,295249,36555.892.61.42,397 (43.0)9,363 (167.8)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM36.747.571.7392853,75741.890.40.643159
MOT17-01-FRCNN36.547.377.9595143,56344.884.91.118102
MOT17-01-SDP38.251.773.4761,0512,90555.077.12.330214
MOT17-03-DPM55.258.174.135244,88041,80060.192.83.32601,446
MOT17-03-FRCNN58.960.077.540252,75240,08761.795.91.8193742
MOT17-03-SDP70.268.576.161152,88128,01873.296.41.92472,148
MOT17-06-DPM49.657.972.639944365,42953.993.60.480282
MOT17-06-FRCNN55.760.778.656715054,62360.893.40.493261
MOT17-06-SDP57.563.175.766705064,41562.593.60.493263
MOT17-07-DPM44.149.472.87207668,59549.191.51.583401
MOT17-07-FRCNN39.643.874.86169079,16145.889.51.8136432
MOT17-07-SDP48.151.974.913111,0607,56055.289.82.1145449
MOT17-08-DPM27.936.976.673571214,42431.790.41.195253
MOT17-08-FRCNN25.534.778.973756115,10728.591.50.964136
MOT17-08-SDP30.339.377.4103469213,89834.291.31.1131305
MOT17-12-DPM42.752.875.017435464,37049.688.70.647136
MOT17-12-FRCNN38.854.277.914466434,63346.586.30.72579
MOT17-12-SDP41.956.977.720397264,26950.785.80.839101
MOT17-14-DPM30.641.472.7117295411,75436.487.61.3120326
MOT17-14-FRCNN28.938.971.511681,57211,33738.782.02.1232549
MOT17-14-SDP33.845.871.811532,3469,66047.779.03.1223579

Raw data:


STRN_MOT17