Dual attention network


Short name:

DualAtte

Benchmark:

Description:

n/a

Hardware:

Intel i7-7700 CPU, 16G RAM, Nvidia GTX1080Ti GPU

Detector:

Public

Processing:

Online

Last submitted:

August 07, 2019 (16 days ago)

Published:

August 09, 2019 at 10:03:25 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
48.476.91.417.6 % 39.0 % 24,915262,6543,4235,192Intel i7-7700 CPU, 16G RAM, Nvidia GTX1080Ti GPUPublic
IDF1ID PrecisionID Recall
43.759.734.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM31.122.273.60.72412.5 % 45.8 % 3334,0714358
MOT17-03-DPM49.840.376.40.914820.9 % 26.4 % 1,31951,095157269
MOT17-06-DPM34.330.871.00.82229.0 % 57.2 % 9426,643155160
MOT17-07-DPM29.828.071.71.0606.7 % 56.7 % 49111,30961117
MOT17-08-DPM22.721.474.80.6767.9 % 55.3 % 40215,8487580
MOT17-12-DPM36.742.077.90.3918.8 % 56.0 % 2475,2162427
MOT17-14-DPM19.121.574.21.41641.2 % 64.6 % 1,07613,753117115
MOT17-01-FRCNN20.229.975.84.92437.5 % 25.0 % 2,1872,9224150
MOT17-03-FRCNN60.653.677.61.514828.4 % 17.6 % 2,30838,694222456
MOT17-06-FRCNN49.944.578.10.822223.9 % 26.6 % 1,0074,666226226
MOT17-07-FRCNN33.036.275.32.2608.3 % 31.7 % 1,08110,019211522
MOT17-08-FRCNN24.128.478.81.87611.8 % 52.6 % 1,14714,8128298
MOT17-12-FRCNN34.946.077.90.99112.1 % 48.4 % 7774,8303452
MOT17-14-FRCNN16.128.471.53.21643.0 % 48.8 % 2,36612,551587793
MOT17-01-SDP46.736.774.72.62437.5 % 16.7 % 1,1692,2194984
MOT17-03-SDP75.758.278.41.814854.7 % 8.8 % 2,67522,421304588
MOT17-06-SDP50.745.276.51.022229.7 % 30.2 % 1,1944,403215191
MOT17-07-SDP46.840.476.02.76023.3 % 18.3 % 1,3727,485133209
MOT17-08-SDP30.227.378.61.07617.1 % 42.1 % 64913,952142168
MOT17-12-SDP40.547.078.80.89120.9 % 47.3 % 6964,4144657
MOT17-14-SDP28.035.472.72.01642.4 % 39.6 % 1,47711,331499872

Raw data:

n/a


PMT
DualAtte