A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense99”

This page shows the benchmarks results for the dataset instance “house-dense99”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3756.27.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3756.27 -3759.02 yes 100.00%
dd-ls3 -3756.27 -3756.7 yes 100.00%
dd-ls4 -3756.27 -3771.62 yes 100.00%
fgmd inf -inf no
fm-bca -3756.27 -3756.27 yes 100.00%
fm -3756.27 -4046.69 yes 100.00%
fw -3756.27 -inf yes 100.00%
ga 3794.77 -inf no 6.67%
hbp -3756.27 -3780.94 yes 100.00%
ipfps 3774.88 -inf no 10.00%
ipfpu 3774.88 -inf no 10.00%
lsm inf -inf no
mp -3756.27 -3757.11 yes 100.00%
mp-fw -3756.27 -3821.5 yes 100.00%
mpm 298.131 -inf no 60.00%
mp-mcf -3756.27 -3801.55 yes 100.00%
pm 3432.14 -inf no 16.67%
rrwm 2974.63 -inf no 13.33%
sm 3561.31 -inf no 6.67%
smac 3648.66 -inf no 26.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3756.27 -3759.02 yes 100.00%
dd-ls3 -3756.27 -3756.7 yes 100.00%
dd-ls4 -3756.27 -3756.33 yes 100.00%
fgmd inf -inf no
fm-bca -3756.27 -3756.27 yes 100.00%
fm -3756.27 -4046.69 yes 100.00%
fw -3756.27 -inf yes 100.00%
ga 3794.77 -inf no 6.67%
hbp -3756.27 -3780.94 yes 100.00%
ipfps 3774.88 -inf no 10.00%
ipfpu 3774.88 -inf no 10.00%
lsm 3190.29 -inf no 16.67%
mp -3756.27 -3756.27 yes 100.00%
mp-fw -3756.27 -3771.66 yes 100.00%
mpm 298.131 -inf no 60.00%
mp-mcf -3756.27 -3765.62 yes 100.00%
pm 3432.14 -inf no 16.67%
rrwm 2974.63 -inf no 13.33%
sm 3561.31 -inf no 6.67%
smac 3648.66 -inf no 26.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3756.27 -3759.02 yes 100.00%
dd-ls3 -3756.27 -3756.7 yes 100.00%
dd-ls4 -3756.27 -3756.33 yes 100.00%
fgmd -3756.27 -inf yes 100.00%
fm-bca -3756.27 -3756.27 yes 100.00%
fm -3756.27 -4046.69 yes 100.00%
fw -3756.27 -inf yes 100.00%
ga 3794.77 -inf no 6.67%
hbp -3756.27 -3780.94 yes 100.00%
ipfps 3774.88 -inf no 10.00%
ipfpu 3774.88 -inf no 10.00%
lsm 3190.29 -inf no 16.67%
mp -3756.27 -3756.27 yes 100.00%
mp-fw -3756.27 -3756.27 yes 100.00%
mpm 298.131 -inf no 60.00%
mp-mcf -3756.27 -3756.27 yes 100.00%
pm 3432.14 -inf no 16.67%
rrwm 2974.63 -inf no 13.33%
sm 3561.31 -inf no 6.67%
smac 3648.66 -inf no 26.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3756.27 -3759.02 yes 100.00%
dd-ls3 -3756.27 -3756.7 yes 100.00%
dd-ls4 -3756.27 -3756.33 yes 100.00%
fgmd -3756.27 -inf yes 100.00%
fm-bca -3756.27 -3756.27 yes 100.00%
fm -3756.27 -4046.69 yes 100.00%
fw -3756.27 -inf yes 100.00%
ga 3794.77 -inf no 6.67%
hbp -3756.27 -3780.94 yes 100.00%
ipfps 3774.88 -inf no 10.00%
ipfpu 3774.88 -inf no 10.00%
lsm 3190.29 -inf no 16.67%
mp -3756.27 -3756.27 yes 100.00%
mp-fw -3756.27 -3756.27 yes 100.00%
mpm 298.131 -inf no 60.00%
mp-mcf -3756.27 -3756.27 yes 100.00%
pm 3432.14 -inf no 16.67%
rrwm 2974.63 -inf no 13.33%
sm 3561.31 -inf no 6.67%
smac 3648.66 -inf no 26.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: