UN_DAM: Multi Object Tracking using Deep Structural Cost Minimization in Data Association

TUD-Crossing


Benchmark:

MOT15 |

Short name:

UN_DAM

Detector:

Public

Description:

n/a

Reference:

Multi Object Tracking using Deep Structural Cost Minimization in Data Association

Last submitted:

June 09, 2019 (1 year ago)

Published:

June 14, 2019 at 13:41:22 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core GTx 1080

Runtime:

20.7 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
MOT1529.741.40.071.466 (9.2)360 (49.9)7,61035,26942.677.50.00.00.00.00.00.0100.01.3318 (7.5)674 (15.8)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-119.342.70.072.59102,9424,52751.461.90.00.00.00.00.00.0100.05.94165
ADL-Rundle-335.039.70.074.13159415,62044.782.90.00.00.00.00.00.0100.01.54946
AVG-TownCentre23.144.80.070.1221168914,57736.074.30.00.00.00.00.00.0100.02.027134
ETH-Crossing29.344.10.074.22161569231.095.40.00.00.00.00.00.0100.00.123
ETH-Jelmoli39.056.90.072.48163061,23451.481.00.00.00.00.00.00.0100.00.7839
ETH-Linthescher18.927.80.074.071491177,11420.393.90.00.00.00.00.00.0100.00.11421
KITTI-1633.248.10.073.4051201,00540.985.30.00.00.00.00.00.0100.00.61115
KITTI-1924.745.90.064.82188973,09442.171.50.00.00.00.00.00.0100.00.931155
PETS09-S2L248.340.20.069.2666214,25655.989.70.00.00.00.00.00.0100.01.4111167
TUD-Crossing60.368.60.075.1536636766.791.80.00.00.00.00.00.0100.00.357
Venice-123.435.80.072.1266942,78339.071.90.00.00.00.00.00.0100.01.51922

Raw data: