A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense20”

This page shows the benchmarks results for the dataset instance “house-dense20”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3772.11.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3772.11 -3773.38 yes 100.00%
dd-ls3 -3772.11 -3772.2 yes 100.00%
dd-ls4 -3772.11 -3791.33 yes 100.00%
fgmd inf -inf no
fm-bca -3772.11 -3772.11 yes 100.00%
fm -3772.11 -4093.46 yes 100.00%
fw -3772.11 -inf yes 100.00%
ga 3340.06 -inf no 3.33%
hbp -3772.11 -3800.5 yes 100.00%
ipfps 4013.89 -inf no 3.33%
ipfpu 4013.89 -inf no 3.33%
lsm inf -inf no
mp -3772.11 -3773.74 yes 100.00%
mp-fw -3772.11 -3865.86 yes 100.00%
mpm 2034.22 -inf no 40.00%
mp-mcf -3600.69 -3848.72 no 80.00%
pm 3420.02 -inf no 16.67%
rrwm 2956.21 -inf no 10.00%
sm 3896.7 -inf no 6.67%
smac 2818.09 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3772.11 -3773.38 yes 100.00%
dd-ls3 -3772.11 -3772.2 yes 100.00%
dd-ls4 -3772.11 -3772.27 yes 100.00%
fgmd inf -inf no
fm-bca -3772.11 -3772.11 yes 100.00%
fm -3772.11 -4093.46 yes 100.00%
fw -3772.11 -inf yes 100.00%
ga 3340.06 -inf no 3.33%
hbp -3772.11 -3800.5 yes 100.00%
ipfps 4013.89 -inf no 3.33%
ipfpu 4013.89 -inf no 3.33%
lsm 2158.56 -inf no 20.00%
mp -3772.11 -3772.11 yes 100.00%
mp-fw -3772.11 -3842.64 yes 100.00%
mpm 2034.22 -inf no 40.00%
mp-mcf -3600.69 -3824.87 no 80.00%
pm 3420.02 -inf no 16.67%
rrwm 2956.21 -inf no 10.00%
sm 3896.7 -inf no 6.67%
smac 2818.09 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3772.11 -3773.38 yes 100.00%
dd-ls3 -3772.11 -3772.2 yes 100.00%
dd-ls4 -3772.11 -3772.27 yes 100.00%
fgmd -3772.11 -inf yes 100.00%
fm-bca -3772.11 -3772.11 yes 100.00%
fm -3772.11 -4093.46 yes 100.00%
fw -3772.11 -inf yes 100.00%
ga 3340.06 -inf no 3.33%
hbp -3772.11 -3800.5 yes 100.00%
ipfps 4013.89 -inf no 3.33%
ipfpu 4013.89 -inf no 3.33%
lsm 2158.56 -inf no 20.00%
mp -3772.11 -3772.11 yes 100.00%
mp-fw -3772.11 -3805.71 yes 100.00%
mpm 2034.22 -inf no 40.00%
mp-mcf -3772.11 -3772.11 yes 100.00%
pm 3420.02 -inf no 16.67%
rrwm 2956.21 -inf no 10.00%
sm 3896.7 -inf no 6.67%
smac 2818.09 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3772.11 -3773.38 yes 100.00%
dd-ls3 -3772.11 -3772.2 yes 100.00%
dd-ls4 -3772.11 -3772.27 yes 100.00%
fgmd -3772.11 -inf yes 100.00%
fm-bca -3772.11 -3772.11 yes 100.00%
fm -3772.11 -4093.46 yes 100.00%
fw -3772.11 -inf yes 100.00%
ga 3340.06 -inf no 3.33%
hbp -3772.11 -3800.5 yes 100.00%
ipfps 4013.89 -inf no 3.33%
ipfpu 4013.89 -inf no 3.33%
lsm 2158.56 -inf no 20.00%
mp -3772.11 -3772.11 yes 100.00%
mp-fw -3772.11 -3772.11 yes 100.00%
mpm 2034.22 -inf no 40.00%
mp-mcf -3772.11 -3772.11 yes 100.00%
pm 3420.02 -inf no 16.67%
rrwm 2956.21 -inf no 10.00%
sm 3896.7 -inf no 6.67%
smac 2818.09 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: