A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms4”

This page shows the benchmarks results for the dataset instance “worms4”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49113.4.

Run time 1s

method value bound optimal accuracy
dd-ls0 58213.1 -152108 no 28.86%
dd-ls3 63009.4 -149526 no 23.43%
dd-ls4 64930.5 -150390 no 23.71%
fgmd inf -inf no
fm-bca -49112 -49147.5 yes 90.86%
fm -49113.4 -55806.7 yes 90.57%
fw -48395.3 -inf no 90.86%
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 38741.8 -138121 no 24.29%
dd-ls3 33366.6 -135901 no 22.00%
dd-ls4 51640.5 -143805 no 26.57%
fgmd inf -inf no
fm-bca -49113.4 -49134.9 yes 90.57%
fm -49113.4 -55806.7 yes 90.57%
fw -48999.1 -inf no 91.14%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49043.4 -49136.1 no 89.14%
mp-fw inf -50406.4 no 0.00%
mpm inf -inf no
mp-mcf -48792.6 -49196.5 no 90.29%
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 -8414.46 -56623.9 no 64.00%
dd-ls3 4637.64 -67193.2 no 49.71%
dd-ls4 35210.8 -104824 no 32.29%
fgmd inf -inf no
fm-bca -49113.4 -49134.8 yes 90.57%
fm -49113.4 -55806.7 yes 90.57%
fw -48999.1 -inf no 91.14%
ga inf -inf no
hbp inf -inf no
ipfps -1360.53 -inf no 1.71%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49043.4 -49134.6 no 89.14%
mp-fw -49064.4 -49417.3 yes 92.00%
mpm inf -inf no
mp-mcf -48880.7 -49176.4 no 89.71%
pm inf -inf no
rrwm inf -inf no
sm -6148.2 -inf no 4.86%
smac 53882.6 -inf no 11.43%

Run time 300s

method value bound optimal accuracy
dd-ls0 -44484.9 -49347.1 no 89.43%
dd-ls3 -42333.2 -49390.5 no 89.43%
dd-ls4 11909.9 -77101.5 no 45.43%
fgmd inf -inf no
fm-bca -49113.4 -49134.8 yes 90.57%
fm -49113.4 -55806.7 yes 90.57%
fw -48999.1 -inf no 91.14%
ga inf -inf no
hbp inf -inf no
ipfps -1360.53 -inf no 1.71%
ipfpu 0 -inf no 0.00%
lsm 872772 -inf no 0.00%
mp -49043.4 -49134.5 no 89.14%
mp-fw -49098 -49225.8 yes 91.14%
mpm inf -inf no
mp-mcf -48882.8 -49174.8 no 90.00%
pm inf -inf no
rrwm inf -inf no
sm -6148.2 -inf no 4.86%
smac 53882.6 -inf no 11.43%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: