A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense40”

This page shows the benchmarks results for the dataset instance “house-dense40”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3780.66.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3780.66 -3781 yes 100.00%
dd-ls3 -3780.66 -3780.91 yes 100.00%
dd-ls4 -3780.66 -3794.86 yes 100.00%
fgmd inf -inf no
fm-bca -3780.66 -3780.66 yes 100.00%
fm -3780.66 -4095.84 yes 100.00%
fw -3780.66 -inf yes 100.00%
ga 3365.35 -inf no 10.00%
hbp -3780.66 -3810.3 yes 100.00%
ipfps 3623.36 -inf no 10.00%
ipfpu 3623.36 -inf no 10.00%
lsm inf -inf no
mp -3780.66 -3788.12 yes 100.00%
mp-fw -3780.66 -3848.38 yes 100.00%
mpm 1780.83 -inf no 50.00%
mp-mcf -3508.4 -3831.47 no 86.67%
pm 3192.57 -inf no 13.33%
rrwm 3086.93 -inf no 10.00%
sm 3979.17 -inf no 10.00%
smac 3255.85 -inf no 26.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3780.66 -3781 yes 100.00%
dd-ls3 -3780.66 -3780.91 yes 100.00%
dd-ls4 -3780.66 -3780.78 yes 100.00%
fgmd inf -inf no
fm-bca -3780.66 -3780.66 yes 100.00%
fm -3780.66 -4095.84 yes 100.00%
fw -3780.66 -inf yes 100.00%
ga 3365.35 -inf no 10.00%
hbp -3780.66 -3810.3 yes 100.00%
ipfps 3623.36 -inf no 10.00%
ipfpu 3623.36 -inf no 10.00%
lsm 3299.26 -inf no 13.33%
mp -3780.66 -3780.66 yes 100.00%
mp-fw -3780.66 -3789.47 yes 100.00%
mpm 1780.83 -inf no 50.00%
mp-mcf -3780.66 -3780.66 yes 100.00%
pm 3192.57 -inf no 13.33%
rrwm 3086.93 -inf no 10.00%
sm 3979.17 -inf no 10.00%
smac 3255.85 -inf no 26.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3780.66 -3781 yes 100.00%
dd-ls3 -3780.66 -3780.91 yes 100.00%
dd-ls4 -3780.66 -3780.78 yes 100.00%
fgmd -3780.66 -inf yes 100.00%
fm-bca -3780.66 -3780.66 yes 100.00%
fm -3780.66 -4095.84 yes 100.00%
fw -3780.66 -inf yes 100.00%
ga 3365.35 -inf no 10.00%
hbp -3780.66 -3810.3 yes 100.00%
ipfps 3623.36 -inf no 10.00%
ipfpu 3623.36 -inf no 10.00%
lsm 3299.26 -inf no 13.33%
mp -3780.66 -3780.66 yes 100.00%
mp-fw -3780.66 -3780.66 yes 100.00%
mpm 1780.83 -inf no 50.00%
mp-mcf -3780.66 -3780.66 yes 100.00%
pm 3192.57 -inf no 13.33%
rrwm 3086.93 -inf no 10.00%
sm 3979.17 -inf no 10.00%
smac 3255.85 -inf no 26.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3780.66 -3781 yes 100.00%
dd-ls3 -3780.66 -3780.91 yes 100.00%
dd-ls4 -3780.66 -3780.78 yes 100.00%
fgmd -3780.66 -inf yes 100.00%
fm-bca -3780.66 -3780.66 yes 100.00%
fm -3780.66 -4095.84 yes 100.00%
fw -3780.66 -inf yes 100.00%
ga 3365.35 -inf no 10.00%
hbp -3780.66 -3810.3 yes 100.00%
ipfps 3623.36 -inf no 10.00%
ipfpu 3623.36 -inf no 10.00%
lsm 3299.26 -inf no 13.33%
mp -3780.66 -3780.66 yes 100.00%
mp-fw -3780.66 -3780.66 yes 100.00%
mpm 1780.83 -inf no 50.00%
mp-mcf -3780.66 -3780.66 yes 100.00%
pm 3192.57 -inf no 13.33%
rrwm 3086.93 -inf no 10.00%
sm 3979.17 -inf no 10.00%
smac 3255.85 -inf no 26.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: