OTCD_1_17: real-time online MOT tracker in comressed domain

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

OTCD_1_17

Detector:

Public

Description:

n/a

Reference:

Q. Liu, B. Liu, Y. Wu, W. Li, N. Yu. Real-Time Online Multi-Object Tracking in Compressed Domain. In IEEE Access, 2019.

Last submitted:

November 19, 2019 (11 months ago)

Published:

July 14, 2019 at 15:05:11 CET

Submissions:

2

Project page / code:

Open source:

Yes

Hardware:

2.6GHz CPU, TITAN Xp GPU

Runtime:

15.5 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1748.647.976.9382 (16.2)970 (41.2)18,499268,20452.594.11.03,502 (66.7)5,588 (106.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM30.932.872.63121694,26034.092.80.42977
MOT17-01-FRCNN31.935.576.76101,0313,32148.575.22.34060
MOT17-01-SDP44.438.874.3754173,12151.688.90.948102
MOT17-03-DPM54.751.475.634252,82544,30557.795.51.9277930
MOT17-03-FRCNN59.857.077.942252,98638,81462.995.72.0234462
MOT17-03-SDP71.456.878.161161,05928,49372.898.60.74171,084
MOT17-06-DPM37.947.074.1241215526,65543.590.30.5106120
MOT17-06-FRCNN49.151.778.850687615,00857.589.90.6228218
MOT17-06-SDP49.751.877.051845615,17556.192.20.5197146
MOT17-07-DPM34.038.574.042867610,37538.690.61.4100241
MOT17-07-FRCNN32.937.275.14201,11510,05640.586.02.2157271
MOT17-07-SDP42.443.176.37224889,12146.094.11.0119209
MOT17-08-DPM25.128.278.674036215,37427.294.10.685132
MOT17-08-FRCNN24.128.179.463865515,30127.689.91.083109
MOT17-08-SDP28.830.079.0103825114,66830.696.30.4130188
MOT17-12-DPM40.551.476.213473754,76045.191.20.42467
MOT17-12-FRCNN38.853.478.515474664,81244.589.20.52242
MOT17-12-SDP43.755.079.018442114,65246.395.00.21837
MOT17-14-DPM16.322.173.6411855614,77020.187.00.7139205
MOT17-14-FRCNN17.627.271.111762,25512,23333.873.53.0750587
MOT17-14-SDP24.530.773.258672812,93030.088.41.0299301

Raw data:


OTCD_1_17