ApLift: Approximate Lifted Disjoint Paths Tracker


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

Short name:

ApLift

Detector:

Public

Description:

Reference:

A. Hornakova*, T. Kaiser*, M. Rolinek, B. Rosenhahn, P. Swoboda, R. Henschel. Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. In International Conference on Computer Vision (ICCV), 2021.

Last submitted:

March 17, 2021 (3 years ago)

Published:

March 22, 2021 at 11:46:14 CET

Submissions:

3

Project page / code:

Open source:

No

Hardware:

5 GHZ 8 Core

Runtime:

0.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2058.956.546.6513 (41.3)264 (21.3)17,739192,73662.894.845.248.248.176.851.377.582.24.02,241 (0.0)2,112 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0479.368.856.6412408,31547,36482.796.550.563.753.778.867.979.282.74.0968840
MOT20-0636.136.830.1411114,78679,31340.391.829.630.831.571.432.574.180.64.7740744
MOT20-0756.954.744.0401593613,13560.395.542.246.445.375.949.278.082.21.6194195
MOT20-0826.533.827.620983,70252,92431.786.931.824.134.370.025.570.080.14.6339333

Raw data: