UNS20regress: UNS20 with detection regression/classification

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

UNS20regress

Detector:

Public

Description:

Visual-Spatial input-hiding scheme, plus detection regression/classification pre-processing

Reference:

In submission (paper ID 1040 in IJCAI 2021)

Last submitted:

January 20, 2021 (1 month ago)

Published:

January 20, 2021 at 17:36:18 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

V100

Runtime:

72.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1756.858.378.5538 (22.8)880 (37.4)11,567230,64559.196.60.71,320 (22.3)2,061 (34.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM43.649.978.1512563,57044.798.10.1913
MOT17-01-FRCNN45.651.777.17102053,29648.993.90.51119
MOT17-01-SDP46.651.877.08101733,26149.494.90.41219
MOT17-03-DPM68.163.478.660191,73231,54969.997.71.2134185
MOT17-03-FRCNN68.665.378.259181,94230,80870.697.41.3123200
MOT17-03-SDP73.768.277.575162,81324,56276.596.61.9157264
MOT17-06-DPM54.361.679.351943994,93358.194.50.354100
MOT17-06-FRCNN56.760.678.664697074,32363.391.30.670140
MOT17-06-SDP56.963.578.768717524,25463.990.90.672133
MOT17-07-DPM44.046.978.96211829,21145.597.70.46899
MOT17-07-FRCNN44.746.478.57192818,98246.896.60.672102
MOT17-07-SDP47.449.278.310173308,47649.896.20.773113
MOT17-08-DPM27.431.783.28399615,18728.198.40.25462
MOT17-08-FRCNN26.630.983.284010515,34227.498.20.25667
MOT17-08-SDP28.032.682.783717714,96229.297.20.36076
MOT17-12-DPM45.156.282.61752574,68645.998.60.11821
MOT17-12-FRCNN44.154.282.61549364,79644.799.10.01517
MOT17-12-SDP45.257.282.118491704,56347.496.00.21922
MOT17-14-DPM34.044.277.0128323811,89135.796.50.372110
MOT17-14-FRCNN36.145.876.1177952111,20339.493.30.781146
MOT17-14-SDP37.947.576.1157659510,79041.692.80.890153

Raw data:


UNS20regress