A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense78”

This page shows the benchmarks results for the dataset instance “house-dense78”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3749.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3749.5 -3751.02 yes 100.00%
dd-ls3 -3749.5 -3749.62 yes 100.00%
dd-ls4 -3749.5 -3769.75 yes 100.00%
fgmd inf -inf no
fm-bca -3749.5 -3749.5 yes 100.00%
fm -3749.5 -4052.74 yes 100.00%
fw -3749.5 -inf yes 100.00%
ga 3840.69 -inf no 3.33%
hbp -3749.5 -3775.49 yes 100.00%
ipfps 3840.69 -inf no 3.33%
ipfpu 3840.69 -inf no 3.33%
lsm inf -inf no
mp -3749.5 -3766.72 yes 100.00%
mp-fw -3749.5 -3848.07 yes 100.00%
mpm 1579.01 -inf no 40.00%
mp-mcf -3477.51 -3837.67 no 86.67%
pm 3565.94 -inf no 16.67%
rrwm 2742.59 -inf no 3.33%
sm 3968.08 -inf no 3.33%
smac 3642.7 -inf no 26.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3749.5 -3751.02 yes 100.00%
dd-ls3 -3749.5 -3749.62 yes 100.00%
dd-ls4 -3749.5 -3749.7 yes 100.00%
fgmd inf -inf no
fm-bca -3749.5 -3749.5 yes 100.00%
fm -3749.5 -4052.74 yes 100.00%
fw -3749.5 -inf yes 100.00%
ga 3840.69 -inf no 3.33%
hbp -3749.5 -3775.49 yes 100.00%
ipfps 3840.69 -inf no 3.33%
ipfpu 3840.69 -inf no 3.33%
lsm 1578.25 -inf no 20.00%
mp -3749.5 -3765.86 yes 100.00%
mp-fw -3749.5 -3820.48 yes 100.00%
mpm 1579.01 -inf no 40.00%
mp-mcf -3477.51 -3805.15 no 86.67%
pm 3565.94 -inf no 16.67%
rrwm 2742.59 -inf no 3.33%
sm 3968.08 -inf no 3.33%
smac 3642.7 -inf no 26.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3749.5 -3751.02 yes 100.00%
dd-ls3 -3749.5 -3749.62 yes 100.00%
dd-ls4 -3749.5 -3749.7 yes 100.00%
fgmd -3749.5 -inf yes 100.00%
fm-bca -3749.5 -3749.5 yes 100.00%
fm -3749.5 -4052.74 yes 100.00%
fw -3749.5 -inf yes 100.00%
ga 3840.69 -inf no 3.33%
hbp -3749.5 -3775.49 yes 100.00%
ipfps 3840.69 -inf no 3.33%
ipfpu 3840.69 -inf no 3.33%
lsm 1578.25 -inf no 20.00%
mp -3749.5 -3765.86 yes 100.00%
mp-fw -3749.5 -3761.06 yes 100.00%
mpm 1579.01 -inf no 40.00%
mp-mcf -3533.11 -3756.9 no 90.00%
pm 3565.94 -inf no 16.67%
rrwm 2742.59 -inf no 3.33%
sm 3968.08 -inf no 3.33%
smac 3642.7 -inf no 26.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3749.5 -3751.02 yes 100.00%
dd-ls3 -3749.5 -3749.62 yes 100.00%
dd-ls4 -3749.5 -3749.7 yes 100.00%
fgmd -3749.5 -inf yes 100.00%
fm-bca -3749.5 -3749.5 yes 100.00%
fm -3749.5 -4052.74 yes 100.00%
fw -3749.5 -inf yes 100.00%
ga 3840.69 -inf no 3.33%
hbp -3749.5 -3775.49 yes 100.00%
ipfps 3840.69 -inf no 3.33%
ipfpu 3840.69 -inf no 3.33%
lsm 1578.25 -inf no 20.00%
mp -3749.5 -3765.86 yes 100.00%
mp-fw -3749.5 -3749.5 yes 100.00%
mpm 1579.01 -inf no 40.00%
mp-mcf -3749.5 -3749.5 yes 100.00%
pm 3565.94 -inf no 16.67%
rrwm 2742.59 -inf no 3.33%
sm 3968.08 -inf no 3.33%
smac 3642.7 -inf no 26.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: