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: