enhanced Tracklet Clustering

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

eTC17

Benchmark:

Description:

n/a

Hardware:

2.6GHZ, 4 core

Detector:

Public

Processing:

Batch

Last submitted:

March 19, 2019 (6 months ago)

Published:

October 18, 2018 at 06:21:52 CET

Submissions:

3

Open source:

No

Project page / code:

Reference:

G. Wang, Y. Wang, H. Zhang, R. Gu, J. Hwang. Exploit the Connectivity: Multi-Object Tracking with TrackletNet. In arXiv preprint arXiv:1811.07258, 2018.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
51.976.32.023.1 % 35.5 % 36,164232,7832,2883,0712.6GHZ, 4 corePublic
IDF1ID PrecisionID Recall
58.173.748.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM37.146.772.40.42416.7 % 45.8 % 1923,8501839
MOT17-03-DPM56.563.174.94.514831.1 % 20.3 % 6,78538,548152273
MOT17-06-DPM47.755.974.10.422218.9 % 45.0 % 4275,64190120
MOT17-07-DPM41.747.375.11.56013.3 % 38.3 % 7508,991101120
MOT17-08-DPM30.443.478.82.07619.7 % 46.1 % 1,27213,3508887
MOT17-12-DPM42.454.477.80.39115.4 % 46.2 % 2984,6672829
MOT17-14-DPM25.939.674.71.11645.5 % 59.1 % 81512,7997390
MOT17-01-FRCNN28.652.376.33.72433.3 % 29.2 % 1,6542,9381427
MOT17-03-FRCNN61.362.876.92.314831.1 % 15.5 % 3,47536,890194406
MOT17-06-FRCNN53.259.978.20.922230.2 % 26.6 % 1,0794,296136168
MOT17-07-FRCNN35.442.475.81.9606.7 % 33.3 % 9659,828124192
MOT17-08-FRCNN28.238.980.20.47618.4 % 53.9 % 22614,9024052
MOT17-12-FRCNN38.953.678.90.69113.2 % 49.5 % 5704,6982833
MOT17-14-FRCNN20.736.872.53.01644.3 % 45.7 % 2,26412,177217276
MOT17-01-SDP49.854.675.52.02437.5 % 20.8 % 8842,3084442
MOT17-03-SDP74.469.577.04.514860.1 % 8.8 % 6,74419,776274355
MOT17-06-SDP53.260.976.11.222236.9 % 29.3 % 1,4423,912156179
MOT17-07-SDP49.148.777.61.86026.7 % 26.7 % 8957,581127136
MOT17-08-SDP31.443.477.44.37625.0 % 35.5 % 2,65711,672162177
MOT17-12-SDP38.657.279.21.19119.8 % 41.8 % 1,0314,2514247
MOT17-14-SDP37.150.673.32.31649.1 % 39.0 % 1,7399,708180223

Raw data:


eTC17