A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense80”

This page shows the benchmarks results for the dataset instance “house-dense80”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3785.2.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3785.2 -3785.6 yes 100.00%
dd-ls3 -3785.2 -3785.33 yes 100.00%
dd-ls4 -3785.2 -3810.87 yes 100.00%
fgmd inf -inf no
fm-bca -3785.2 -3786.59 yes 100.00%
fm -3785.2 -4059.71 yes 100.00%
fw -3785.2 -inf yes 100.00%
ga 3725.76 -inf no 10.00%
hbp -3785.2 -3818.99 yes 100.00%
ipfps 3683.98 -inf no 10.00%
ipfpu 3683.98 -inf no 10.00%
lsm inf -inf no
mp -3785.2 -3799.29 yes 100.00%
mp-fw -3785.2 -3874.09 yes 100.00%
mpm 824.236 -inf no 60.00%
mp-mcf -3785.2 -3808.53 yes 100.00%
pm 2886.97 -inf no 13.33%
rrwm 2836.98 -inf no 10.00%
sm 3925.13 -inf no 6.67%
smac 1366.24 -inf no 40.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3785.2 -3785.6 yes 100.00%
dd-ls3 -3785.2 -3785.33 yes 100.00%
dd-ls4 -3785.2 -3785.86 yes 100.00%
fgmd inf -inf no
fm-bca -3785.2 -3785.2 yes 100.00%
fm -3785.2 -4059.71 yes 100.00%
fw -3785.2 -inf yes 100.00%
ga 3725.76 -inf no 10.00%
hbp -3785.2 -3818.99 yes 100.00%
ipfps 3683.98 -inf no 10.00%
ipfpu 3683.98 -inf no 10.00%
lsm 3157.36 -inf no 10.00%
mp -3785.2 -3794.26 yes 100.00%
mp-fw -3785.2 -3785.2 yes 100.00%
mpm 824.236 -inf no 60.00%
mp-mcf -3785.2 -3785.2 yes 100.00%
pm 2886.97 -inf no 13.33%
rrwm 2836.98 -inf no 10.00%
sm 3925.13 -inf no 6.67%
smac 1366.24 -inf no 40.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3785.2 -3785.6 yes 100.00%
dd-ls3 -3785.2 -3785.33 yes 100.00%
dd-ls4 -3785.2 -3785.86 yes 100.00%
fgmd -3785.2 -inf yes 100.00%
fm-bca -3785.2 -3785.2 yes 100.00%
fm -3785.2 -4059.71 yes 100.00%
fw -3785.2 -inf yes 100.00%
ga 3725.76 -inf no 10.00%
hbp -3785.2 -3818.99 yes 100.00%
ipfps 3683.98 -inf no 10.00%
ipfpu 3683.98 -inf no 10.00%
lsm 3157.36 -inf no 10.00%
mp -3785.2 -3794.26 yes 100.00%
mp-fw -3785.2 -3785.2 yes 100.00%
mpm 824.236 -inf no 60.00%
mp-mcf -3785.2 -3785.2 yes 100.00%
pm 2886.97 -inf no 13.33%
rrwm 2836.98 -inf no 10.00%
sm 3925.13 -inf no 6.67%
smac 1366.24 -inf no 40.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3785.2 -3785.6 yes 100.00%
dd-ls3 -3785.2 -3785.33 yes 100.00%
dd-ls4 -3785.2 -3785.86 yes 100.00%
fgmd -3785.2 -inf yes 100.00%
fm-bca -3785.2 -3785.2 yes 100.00%
fm -3785.2 -4059.71 yes 100.00%
fw -3785.2 -inf yes 100.00%
ga 3725.76 -inf no 10.00%
hbp -3785.2 -3818.99 yes 100.00%
ipfps 3683.98 -inf no 10.00%
ipfpu 3683.98 -inf no 10.00%
lsm 3157.36 -inf no 10.00%
mp -3785.2 -3794.26 yes 100.00%
mp-fw -3785.2 -3785.2 yes 100.00%
mpm 824.236 -inf no 60.00%
mp-mcf -3785.2 -3785.2 yes 100.00%
pm 2886.97 -inf no 13.33%
rrwm 2836.98 -inf no 10.00%
sm 3925.13 -inf no 6.67%
smac 1366.24 -inf no 40.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: