AMIR15: Online Deep Tracking Metric learning

ETH-Jelmoli


Benchmark:

MOT15 |

Short name:

AMIR15

Detector:

Public

Description:

n/a

Reference:

Last submitted:

March 14, 2017 (4 years ago)

Published:

November 21, 2016 at 23:48:33 CET

Submissions:

3

Project page / code:

Open source:

No

Hardware:

TITAN X 3GHZ 1 Core

Runtime:

1.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1537.646.033.2114 (15.8)193 (26.8)7,93329,39752.280.232.234.736.563.239.560.875.81.41,026 (19.7)2,024 (38.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-124.944.333.4413,0413,83858.864.333.334.138.062.645.449.675.86.1107254
ADL-Rundle-340.645.030.84115525,38747.089.629.033.033.856.135.467.476.80.9101130
AVG-TownCentre36.252.538.759401,4482,88259.774.740.237.944.566.945.256.574.03.2234389
ETH-Crossing32.946.831.32103361938.392.134.528.436.776.230.072.179.50.22147
ETH-Jelmoli45.158.239.08172611,11456.184.540.437.848.463.242.764.477.90.61861
ETH-Linthescher34.544.631.115923305,37039.991.533.129.337.170.030.971.078.80.3145332
KITTI-1650.463.540.92211171458.089.941.240.743.970.744.268.577.10.51835
KITTI-1936.751.735.15127262,60251.379.136.334.539.664.738.158.771.90.755220
PETS09-S2L247.036.327.4546164,23656.189.819.638.721.958.541.666.674.81.4254397
TUD-Crossing73.757.444.6701825676.897.936.155.348.549.658.374.478.50.11636
Venice-129.140.430.4347972,37947.973.330.330.534.662.936.455.776.81.857123

Raw data: