A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense12”

This page shows the benchmarks results for the dataset instance “house-dense12”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3753.22.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3753.22 -3754.61 yes 100.00%
dd-ls3 -3753.22 -3753.32 yes 100.00%
dd-ls4 -3753.22 -3766.97 yes 100.00%
fgmd inf -inf no
fm-bca -3753.22 -3753.22 yes 100.00%
fm -3753.22 -4084.24 yes 100.00%
fw -3753.22 -inf yes 100.00%
ga 3472.45 -inf no 10.00%
hbp -3753.22 -3785.68 yes 100.00%
ipfps 3472.45 -inf no 10.00%
ipfpu 3472.45 -inf no 10.00%
lsm inf -inf no
mp -3753.22 -3753.22 yes 100.00%
mp-fw -3753.22 -3819.55 yes 100.00%
mpm 1543.9 -inf no 40.00%
mp-mcf -3291.07 -3804.06 no 80.00%
pm 3392.37 -inf no 16.67%
rrwm 2203.41 -inf no 13.33%
sm 3338.61 -inf no 16.67%
smac 1587.93 -inf no 43.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3753.22 -3754.61 yes 100.00%
dd-ls3 -3753.22 -3753.32 yes 100.00%
dd-ls4 -3753.22 -3753.3 yes 100.00%
fgmd inf -inf no
fm-bca -3753.22 -3753.22 yes 100.00%
fm -3753.22 -4084.24 yes 100.00%
fw -3753.22 -inf yes 100.00%
ga 3472.45 -inf no 10.00%
hbp -3753.22 -3785.68 yes 100.00%
ipfps 3472.45 -inf no 10.00%
ipfpu 3472.45 -inf no 10.00%
lsm -292.758 -inf no 40.00%
mp -3753.22 -3753.22 yes 100.00%
mp-fw -3753.22 -3753.22 yes 100.00%
mpm 1543.9 -inf no 40.00%
mp-mcf -3753.22 -3753.22 yes 100.00%
pm 3392.37 -inf no 16.67%
rrwm 2203.41 -inf no 13.33%
sm 3338.61 -inf no 16.67%
smac 1587.93 -inf no 43.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3753.22 -3754.61 yes 100.00%
dd-ls3 -3753.22 -3753.32 yes 100.00%
dd-ls4 -3753.22 -3753.3 yes 100.00%
fgmd -3753.22 -inf yes 100.00%
fm-bca -3753.22 -3753.22 yes 100.00%
fm -3753.22 -4084.24 yes 100.00%
fw -3753.22 -inf yes 100.00%
ga 3472.45 -inf no 10.00%
hbp -3753.22 -3785.68 yes 100.00%
ipfps 3472.45 -inf no 10.00%
ipfpu 3472.45 -inf no 10.00%
lsm -292.758 -inf no 40.00%
mp -3753.22 -3753.22 yes 100.00%
mp-fw -3753.22 -3753.22 yes 100.00%
mpm 1543.9 -inf no 40.00%
mp-mcf -3753.22 -3753.22 yes 100.00%
pm 3392.37 -inf no 16.67%
rrwm 2203.41 -inf no 13.33%
sm 3338.61 -inf no 16.67%
smac 1587.93 -inf no 43.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3753.22 -3754.61 yes 100.00%
dd-ls3 -3753.22 -3753.32 yes 100.00%
dd-ls4 -3753.22 -3753.3 yes 100.00%
fgmd -3753.22 -inf yes 100.00%
fm-bca -3753.22 -3753.22 yes 100.00%
fm -3753.22 -4084.24 yes 100.00%
fw -3753.22 -inf yes 100.00%
ga 3472.45 -inf no 10.00%
hbp -3753.22 -3785.68 yes 100.00%
ipfps 3472.45 -inf no 10.00%
ipfpu 3472.45 -inf no 10.00%
lsm -292.758 -inf no 40.00%
mp -3753.22 -3753.22 yes 100.00%
mp-fw -3753.22 -3753.22 yes 100.00%
mpm 1543.9 -inf no 40.00%
mp-mcf -3753.22 -3753.22 yes 100.00%
pm 3392.37 -inf no 16.67%
rrwm 2203.41 -inf no 13.33%
sm 3338.61 -inf no 16.67%
smac 1587.93 -inf no 43.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: