A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense49”

This page shows the benchmarks results for the dataset instance “house-dense49”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3806.8.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3806.8 -3807.26 yes 100.00%
dd-ls3 -3806.8 -3807.62 yes 100.00%
dd-ls4 -3434.69 -3828.48 no 93.33%
fgmd inf -inf no
fm-bca -3806.8 -3806.8 yes 100.00%
fm -3806.8 -4096.44 yes 100.00%
fw -3806.8 -inf yes 100.00%
ga 3869.69 -inf no 3.33%
hbp -3806.8 -3829.63 yes 100.00%
ipfps 3869.69 -inf no 3.33%
ipfpu 3869.69 -inf no 3.33%
lsm inf -inf no
mp -3806.8 -3806.8 yes 100.00%
mp-fw -3806.8 -3867.29 yes 100.00%
mpm 1227.64 -inf no 56.67%
mp-mcf -3468.73 -3832.58 no 70.00%
pm 3200.62 -inf no 23.33%
rrwm 3047.13 -inf no 10.00%
sm 3616.63 -inf no 6.67%
smac 3676.12 -inf no 23.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3806.8 -3807.26 yes 100.00%
dd-ls3 -3806.8 -3807.62 yes 100.00%
dd-ls4 -3806.8 -3806.85 yes 100.00%
fgmd inf -inf no
fm-bca -3806.8 -3806.8 yes 100.00%
fm -3806.8 -4096.44 yes 100.00%
fw -3806.8 -inf yes 100.00%
ga 3869.69 -inf no 3.33%
hbp -3806.8 -3829.63 yes 100.00%
ipfps 3869.69 -inf no 3.33%
ipfpu 3869.69 -inf no 3.33%
lsm 1328.54 -inf no 16.67%
mp -3806.8 -3806.8 yes 100.00%
mp-fw -3806.8 -3806.8 yes 100.00%
mpm 1227.64 -inf no 56.67%
mp-mcf -3806.8 -3806.8 yes 100.00%
pm 3200.62 -inf no 23.33%
rrwm 3047.13 -inf no 10.00%
sm 3616.63 -inf no 6.67%
smac 3676.12 -inf no 23.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3806.8 -3807.26 yes 100.00%
dd-ls3 -3806.8 -3807.62 yes 100.00%
dd-ls4 -3806.8 -3806.85 yes 100.00%
fgmd -3806.8 -inf yes 100.00%
fm-bca -3806.8 -3806.8 yes 100.00%
fm -3806.8 -4096.44 yes 100.00%
fw -3806.8 -inf yes 100.00%
ga 3869.69 -inf no 3.33%
hbp -3806.8 -3829.63 yes 100.00%
ipfps 3869.69 -inf no 3.33%
ipfpu 3869.69 -inf no 3.33%
lsm 1328.54 -inf no 16.67%
mp -3806.8 -3806.8 yes 100.00%
mp-fw -3806.8 -3806.8 yes 100.00%
mpm 1227.64 -inf no 56.67%
mp-mcf -3806.8 -3806.8 yes 100.00%
pm 3200.62 -inf no 23.33%
rrwm 3047.13 -inf no 10.00%
sm 3616.63 -inf no 6.67%
smac 3676.12 -inf no 23.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3806.8 -3807.26 yes 100.00%
dd-ls3 -3806.8 -3807.62 yes 100.00%
dd-ls4 -3806.8 -3806.85 yes 100.00%
fgmd -3806.8 -inf yes 100.00%
fm-bca -3806.8 -3806.8 yes 100.00%
fm -3806.8 -4096.44 yes 100.00%
fw -3806.8 -inf yes 100.00%
ga 3869.69 -inf no 3.33%
hbp -3806.8 -3829.63 yes 100.00%
ipfps 3869.69 -inf no 3.33%
ipfpu 3869.69 -inf no 3.33%
lsm 1328.54 -inf no 16.67%
mp -3806.8 -3806.8 yes 100.00%
mp-fw -3806.8 -3806.8 yes 100.00%
mpm 1227.64 -inf no 56.67%
mp-mcf -3806.8 -3806.8 yes 100.00%
pm 3200.62 -inf no 23.33%
rrwm 3047.13 -inf no 10.00%
sm 3616.63 -inf no 6.67%
smac 3676.12 -inf no 23.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: