Bi-GRU with Fully-connected Network


Short name:

BiGRU1

Benchmark:

Description:

n/a

Hardware:

i7 6700K, 24G DDR3, and gtx 1070

Detector:

Public

Processing:

Batch

Last submitted:

November 11, 2019 (26 days ago)

Published:

November 12, 2019 at 10:18:51 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
26.171.21.06.5 % 48.8 % 5,76138,9487192,046i7 6700K, 24G DDR3, and gtx 1070Public
IDF1ID PrecisionID Recall
32.251.123.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing73.767.473.00.41369.2 % 15.4 % 85197810
PETS09-S2L232.526.369.41.5422.4 % 23.8 % 6485,568291575
ETH-Jelmoli42.350.573.30.74524.4 % 28.9 % 3151,1192965
ETH-Linthescher16.422.975.50.11974.1 % 78.7 % 897,366959
ETH-Crossing27.232.874.80.1263.8 % 65.4 % 2170548
AVG-TownCentre19.88.969.71.32263.5 % 44.7 % 6044,979147349
ADL-Rundle-18.231.570.55.8326.3 % 34.4 % 2,8765,57794381
ADL-Rundle-338.242.772.90.3449.1 % 31.8 % 1776,07038207
KITTI-1635.936.371.30.3170.0 % 17.6 % 699992270
KITTI-1929.940.167.60.5624.8 % 29.0 % 5603,11573271
Venice-121.739.772.90.7170.0 % 47.1 % 3173,253451

Raw data:

n/a


BiGRU1