DMAN: Online MOT with DMANs

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

DMAN

Detector:

Public

Description:

n/a

Reference:

J. Zhu, H. Yang, N. Liu, M. Kim, W. Zhang, M. Yang. Online Multi-Object Tracking with Dual Matching Attention Networks. In ECCV, 2018.

Last submitted:

November 14, 2017 (3 years ago)

Published:

September 11, 2018 at 07:16:29 CET

Submissions:

1

Open source:

Yes

Hardware:

2.4 GHZ, 1 Core

Runtime:

0.3 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
MOT1748.255.742.575.7454 (19.3)902 (38.3)26,218263,60853.392.046.139.449.972.942.072.579.01.52,194 (41.2)5,378 (100.9)

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-DPM36.748.433.669.75111993,86940.092.840.328.048.461.929.267.875.00.41372
MOT17-01-FRCNN28.549.540.075.6871,4773,11551.769.347.633.954.969.441.856.178.33.31850
MOT17-01-SDP42.256.041.173.3861,0082,69158.378.944.138.450.268.245.060.877.22.230115
MOT17-03-DPM53.459.343.373.937304,38244,16757.893.244.742.247.572.444.772.177.62.9193841
MOT17-03-FRCNN57.762.347.076.643253,28640,74361.195.148.645.951.775.748.575.579.72.2213501
MOT17-03-SDP67.366.651.577.265202,73531,20970.296.450.552.854.174.455.876.680.21.8266736
MOT17-06-DPM46.955.140.572.1381035375,59452.592.044.237.450.466.339.769.576.40.4131236
MOT17-06-FRCNN51.258.144.276.954687884,79459.389.944.544.352.967.347.972.679.70.7169251
MOT17-06-SDP54.055.442.374.764677604,47562.090.641.044.051.860.248.070.078.40.6188227
MOT17-07-DPM41.450.336.572.58245689,27245.193.141.332.443.673.534.070.276.51.160145
MOT17-07-FRCNN34.042.833.774.94191,3169,72742.484.537.031.539.971.134.167.877.92.6113341
MOT17-07-SDP42.147.437.176.110191,0918,59149.188.438.336.241.269.539.170.378.92.298220
MOT17-08-DPM25.837.532.578.7143869514,91329.489.945.623.349.473.024.374.281.01.156106
MOT17-08-FRCNN24.734.830.880.194135015,49126.794.244.621.347.577.622.077.682.50.665111
MOT17-08-SDP27.535.130.078.9113754214,66030.692.337.624.042.068.825.075.481.30.9104170
MOT17-12-DPM41.055.841.476.617483314,76445.092.251.033.654.874.135.672.879.60.41638
MOT17-12-FRCNN38.354.641.578.214474844,85744.088.752.033.355.976.135.772.180.90.5949
MOT17-12-SDP42.459.245.078.818463294,64546.492.457.235.461.377.537.574.881.40.41637
MOT17-14-DPM23.638.127.572.79971,06312,98429.883.835.221.637.569.923.064.776.41.466168
MOT17-14-FRCNN18.836.927.470.88812,55412,26833.670.931.724.235.561.627.057.074.33.4181491
MOT17-14-SDP31.343.030.872.110681,72310,77941.781.733.028.936.563.431.862.476.12.3189473

Raw data: