A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms27”

This page shows the benchmarks results for the dataset instance “worms27”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -50062.4.

Run time 1s

method value bound optimal accuracy
dd-ls0 54051.6 -169237 no 29.31%
dd-ls3 57079.6 -165411 no 23.56%
dd-ls4 46502.5 -165167 no 26.44%
fgmd inf -inf no
fm-bca -50062.4 -50068.9 yes 93.68%
fm -50062.4 -55896.2 yes 93.68%
fw -47808.2 -inf no 83.91%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu inf -inf no
lsm inf -inf no
mp inf -inf no
mp-fw inf -inf no
mpm inf -inf no
mp-mcf inf -inf no
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 10s

method value bound optimal accuracy
dd-ls0 39392 -155452 no 28.16%
dd-ls3 46561.1 -149355 no 25.86%
dd-ls4 46502.5 -158359 no 26.44%
fgmd inf -inf no
fm-bca -50062.4 -50063.6 yes 93.68%
fm -50062.4 -55896.2 yes 93.68%
fw -48633.2 -inf no 87.07%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -50060.7 -50063.5 yes 93.68%
mp-fw inf -51030.5 no 0.00%
mpm inf -inf no
mp-mcf -49970.6 -50109.2 no 93.39%
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 100s

method value bound optimal accuracy
dd-ls0 -12809.9 -57793.6 no 61.21%
dd-ls3 7745.78 -71276.3 no 48.28%
dd-ls4 29329.6 -114111 no 32.47%
fgmd inf -inf no
fm-bca -50062.4 -50063.6 yes 93.68%
fm -50062.4 -55896.2 yes 93.68%
fw -48633.2 -inf no 87.07%
ga inf -inf no
hbp inf -inf no
ipfps -2024.42 -inf no 2.30%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -50060.8 -50063.4 yes 93.68%
mp-fw -50056.6 -50174.7 yes 93.68%
mpm inf -inf no
mp-mcf -49980.8 -50105.1 no 93.10%
pm inf -inf no
rrwm inf -inf no
sm -6384.97 -inf no 6.90%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -48332.1 -50149.8 no 92.82%
dd-ls3 -45687 -50266.1 no 92.24%
dd-ls4 8338.54 -77302.5 no 45.98%
fgmd inf -inf no
fm-bca -50062.4 -50063.6 yes 93.68%
fm -50062.4 -55896.2 yes 93.68%
fw -48633.2 -inf no 87.07%
ga inf -inf no
hbp inf -inf no
ipfps -2024.42 -inf no 2.30%
ipfpu 0 -inf no 0.00%
lsm 835321 -inf no 0.00%
mp -50060.8 -50063.4 yes 93.68%
mp-fw -50056.6 -50129.3 yes 93.68%
mpm inf -inf no
mp-mcf -49987.2 -50104.5 no 93.10%
pm inf -inf no
rrwm inf -inf no
sm -6384.97 -inf no 6.90%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: