Method

Context-guided One-Shot Network [CgOSNet]


Submitted on 22 Oct. 2021 16:16 by
wei zhang (SJTU)

Running time:1 s
Environment:1 core @ 2.5 Ghz (C/C++)

Method Description:
Context-guided One-Shot Network
Parameters:
Context-guided One-Shot Network
Latex Bibtex:
Context-guided One-Shot Network

Detailed Results

From all 29 test sequences, our benchmark computes the HOTA tracking metrics (HOTA, DetA, AssA, DetRe, DetPr, AssRe, AssPr, LocA) [1] as well as the CLEARMOT, MT/PT/ML, identity switches, and fragmentation [2,3] metrics. The tables below show all of these metrics.


Benchmark HOTA DetA AssA DetRe DetPr AssRe AssPr LocA
PEDESTRIAN 50.08 % 46.26 % 54.81 % 49.45 % 68.60 % 60.34 % 70.54 % 75.36 %

Benchmark TP FP FN
PEDESTRIAN 15472 7678 1215

Benchmark MOTA MOTP MODA IDSW sMOTA
PEDESTRIAN 60.78 % 70.37 % 61.59 % 187 40.98 %

Benchmark MT rate PT rate ML rate FRAG
PEDESTRIAN 36.43 % 37.80 % 25.77 % 865

Benchmark # Dets # Tracks
PEDESTRIAN 16687 286

This table as LaTeX