eTC17: enhanced Tracklet Clustering

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

eTC17

Detector:

Public

Description:

n/a

Reference:

G. Wang, Y. Wang, H. Zhang, R. Gu, J. Hwang. Exploit the connectivity: Multi-object tracking with trackletnet. In Proceedings of the 27th ACM International Conference on Multimedia, 2019.

Last submitted:

March 19, 2019 (1 year ago)

Published:

October 18, 2018 at 06:21:52 CET

Submissions:

3

Project page / code:

Open source:

No

Hardware:

2.6GHZ, 4 core

Runtime:

0.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.958.176.3544 (23.1)836 (35.5)36,164232,78358.790.22.02,288 (38.9)3,071 (52.3)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM37.146.772.44111923,85040.393.10.41839
MOT17-01-FRCNN28.652.376.3871,6542,93854.468.03.71427
MOT17-01-SDP49.854.675.5958842,30864.282.42.04442
MOT17-03-DPM56.563.174.946306,78538,54863.290.74.5152273
MOT17-03-FRCNN61.362.876.946233,47536,89064.895.12.3194406
MOT17-03-SDP74.469.577.089136,74419,77681.192.64.5274355
MOT17-06-DPM47.755.974.1421004275,64152.193.50.490120
MOT17-06-FRCNN53.259.978.267591,0794,29663.587.40.9136168
MOT17-06-SDP53.260.976.182651,4423,91266.884.51.2156179
MOT17-07-DPM41.747.375.18237508,99146.891.31.5101120
MOT17-07-FRCNN35.442.475.84209659,82841.888.01.9124192
MOT17-07-SDP49.148.777.616168957,58155.191.21.8127136
MOT17-08-DPM30.443.478.815351,27213,35036.885.92.08887
MOT17-08-FRCNN28.238.980.2144122614,90229.596.50.44052
MOT17-08-SDP31.443.477.419272,65711,67244.778.14.3162177
MOT17-12-DPM42.454.477.814422984,66746.293.10.32829
MOT17-12-FRCNN38.953.678.912455704,69845.887.40.62833
MOT17-12-SDP38.657.279.218381,0314,25151.081.11.14247
MOT17-14-DPM25.939.674.799781512,79930.887.51.17390
MOT17-14-FRCNN20.736.872.57752,26412,17734.173.63.0217276
MOT17-14-SDP37.150.673.315641,7399,70847.583.52.3180223

Raw data: