Lif_T_15: Lifted Disjoint Paths with Application in Multiple Object Tracking

KITTI-16

TUD-Crossing

TUD-Crossing
PETS09-S2L2

PETS09-S2L2
ETH-Jelmoli

ETH-Jelmoli
ETH-Linthescher

ETH-Linthescher
ETH-Crossing

ETH-Crossing
AVG-TownCentre

AVG-TownCentre
ADL-Rundle-1

ADL-Rundle-1
ADL-Rundle-3

ADL-Rundle-3
KITTI-16

KITTI-16
KITTI-19

KITTI-19
Venice-1

Venice-1

Benchmark:

MOT15 |

Short name:

Lif_T_15

Detector:

Public

Description:

n/a

Reference:

A. Hornakova, R. Henschel, B. Rosenhahn, P. Swoboda. Lifted Disjoint Paths with Application in Multiple Object Tracking. In ICML, 2020.

Last submitted:

January 29, 2020 (4 years ago)

Published:

June 26, 2020 at 11:21:54 CET

Submissions:

1

Project page / code:

https://github.com/AndreaHor/LifT_Solver

Open source:

Yes

Hardware:

2 Ghz, 6 Cores

Runtime:

1.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1552.560.046.0244 (33.8)186 (25.8)6,83721,61064.885.347.844.953.775.051.267.479.81.2730 (11.3)1,047 (16.2)

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-10.00.00.000000.00.00.00.00.00.00.00.00.00.000
ADL-Rundle-30.00.00.000000.00.00.00.00.00.00.00.00.00.000
AVG-TownCentre0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Crossing0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Jelmoli0.00.00.000000.00.00.00.00.00.00.00.00.00.000
ETH-Linthescher0.00.00.000000.00.00.00.00.00.00.00.00.00.000
KITTI-160.00.00.000000.00.00.00.00.00.00.00.00.00.000
KITTI-190.00.00.000000.00.00.00.00.00.00.00.00.00.000
PETS09-S2L20.00.00.000000.00.00.00.00.00.00.00.00.00.000
TUD-Crossing0.00.00.000000.00.00.00.00.00.00.00.00.00.000
Venice-10.00.00.000000.00.00.00.00.00.00.00.00.00.000

Raw data:

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