A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense91”

This page shows the benchmarks results for the dataset instance “house-dense91”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3804.83.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3804.83 -3805.47 yes 100.00%
dd-ls3 -3804.83 -3804.84 yes 100.00%
dd-ls4 -3804.83 -3813.31 yes 100.00%
fgmd inf -inf no
fm-bca -3804.83 -3804.83 yes 100.00%
fm -3804.83 -4066.15 yes 100.00%
fw -3804.83 -inf yes 100.00%
ga 3364.28 -inf no 10.00%
hbp -3804.83 -3828.12 yes 100.00%
ipfps 3364.28 -inf no 10.00%
ipfpu 3364.28 -inf no 10.00%
lsm inf -inf no
mp -3804.83 -3804.83 yes 100.00%
mp-fw -3804.83 -3858.2 yes 100.00%
mpm 2180.16 -inf no 56.67%
mp-mcf -3804.83 -3818.51 yes 100.00%
pm 3171.51 -inf no 13.33%
rrwm 3101.97 -inf no 3.33%
sm 3761.72 -inf no 10.00%
smac 3257.85 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3804.83 -3805.47 yes 100.00%
dd-ls3 -3804.83 -3804.84 yes 100.00%
dd-ls4 -3804.83 -3805.14 yes 100.00%
fgmd inf -inf no
fm-bca -3804.83 -3804.83 yes 100.00%
fm -3804.83 -4066.15 yes 100.00%
fw -3804.83 -inf yes 100.00%
ga 3364.28 -inf no 10.00%
hbp -3804.83 -3828.12 yes 100.00%
ipfps 3364.28 -inf no 10.00%
ipfpu 3364.28 -inf no 10.00%
lsm 2020.93 -inf no 20.00%
mp -3804.83 -3804.83 yes 100.00%
mp-fw -3804.83 -3804.83 yes 100.00%
mpm 2180.16 -inf no 56.67%
mp-mcf -3804.83 -3804.83 yes 100.00%
pm 3171.51 -inf no 13.33%
rrwm 3101.97 -inf no 3.33%
sm 3761.72 -inf no 10.00%
smac 3257.85 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3804.83 -3805.47 yes 100.00%
dd-ls3 -3804.83 -3804.84 yes 100.00%
dd-ls4 -3804.83 -3805.14 yes 100.00%
fgmd -3804.83 -inf yes 100.00%
fm-bca -3804.83 -3804.83 yes 100.00%
fm -3804.83 -4066.15 yes 100.00%
fw -3804.83 -inf yes 100.00%
ga 3364.28 -inf no 10.00%
hbp -3804.83 -3828.12 yes 100.00%
ipfps 3364.28 -inf no 10.00%
ipfpu 3364.28 -inf no 10.00%
lsm 2020.93 -inf no 20.00%
mp -3804.83 -3804.83 yes 100.00%
mp-fw -3804.83 -3804.83 yes 100.00%
mpm 2180.16 -inf no 56.67%
mp-mcf -3804.83 -3804.83 yes 100.00%
pm 3171.51 -inf no 13.33%
rrwm 3101.97 -inf no 3.33%
sm 3761.72 -inf no 10.00%
smac 3257.85 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3804.83 -3805.47 yes 100.00%
dd-ls3 -3804.83 -3804.84 yes 100.00%
dd-ls4 -3804.83 -3805.14 yes 100.00%
fgmd -3804.83 -inf yes 100.00%
fm-bca -3804.83 -3804.83 yes 100.00%
fm -3804.83 -4066.15 yes 100.00%
fw -3804.83 -inf yes 100.00%
ga 3364.28 -inf no 10.00%
hbp -3804.83 -3828.12 yes 100.00%
ipfps 3364.28 -inf no 10.00%
ipfpu 3364.28 -inf no 10.00%
lsm 2020.93 -inf no 20.00%
mp -3804.83 -3804.83 yes 100.00%
mp-fw -3804.83 -3804.83 yes 100.00%
mpm 2180.16 -inf no 56.67%
mp-mcf -3804.83 -3804.83 yes 100.00%
pm 3171.51 -inf no 13.33%
rrwm 3101.97 -inf no 3.33%
sm 3761.72 -inf no 10.00%
smac 3257.85 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: