A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense33”

This page shows the benchmarks results for the dataset instance “house-dense33”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3780.4.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3780.4 -3780.41 yes 100.00%
dd-ls3 -3780.4 -3780.71 yes 100.00%
dd-ls4 -3780.4 -3792.8 yes 100.00%
fgmd inf -inf no
fm-bca -3780.4 -3786.23 yes 100.00%
fm -3780.4 -4101.87 yes 100.00%
fw -3780.4 -inf yes 100.00%
ga 3963.94 -inf no 13.33%
hbp -3780.4 -3814.02 yes 100.00%
ipfps 3963.94 -inf no 13.33%
ipfpu 3963.94 -inf no 13.33%
lsm inf -inf no
mp -3780.4 -3788.05 yes 100.00%
mp-fw -3780.4 -3867.33 yes 100.00%
mpm 2934.76 -inf no 46.67%
mp-mcf -3515.16 -3846.14 no 86.67%
pm 3581.88 -inf no 13.33%
rrwm 3133.96 -inf no 10.00%
sm 4009.66 -inf no 10.00%
smac 1666.47 -inf no 43.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3780.4 -3780.41 yes 100.00%
dd-ls3 -3780.4 -3780.71 yes 100.00%
dd-ls4 -3780.4 -3780.41 yes 100.00%
fgmd inf -inf no
fm-bca -3780.4 -3780.4 yes 100.00%
fm -3780.4 -4101.87 yes 100.00%
fw -3780.4 -inf yes 100.00%
ga 3963.94 -inf no 13.33%
hbp -3780.4 -3814.02 yes 100.00%
ipfps 3963.94 -inf no 13.33%
ipfpu 3963.94 -inf no 13.33%
lsm 1708.87 -inf no 23.33%
mp -3780.4 -3780.4 yes 100.00%
mp-fw -3780.4 -3780.4 yes 100.00%
mpm 2934.76 -inf no 46.67%
mp-mcf -3780.4 -3780.4 yes 100.00%
pm 3581.88 -inf no 13.33%
rrwm 3133.96 -inf no 10.00%
sm 4009.66 -inf no 10.00%
smac 1666.47 -inf no 43.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3780.4 -3780.41 yes 100.00%
dd-ls3 -3780.4 -3780.71 yes 100.00%
dd-ls4 -3780.4 -3780.41 yes 100.00%
fgmd -3780.4 -inf yes 100.00%
fm-bca -3780.4 -3780.4 yes 100.00%
fm -3780.4 -4101.87 yes 100.00%
fw -3780.4 -inf yes 100.00%
ga 3963.94 -inf no 13.33%
hbp -3780.4 -3814.02 yes 100.00%
ipfps 3963.94 -inf no 13.33%
ipfpu 3963.94 -inf no 13.33%
lsm 1708.87 -inf no 23.33%
mp -3780.4 -3780.4 yes 100.00%
mp-fw -3780.4 -3780.4 yes 100.00%
mpm 2934.76 -inf no 46.67%
mp-mcf -3780.4 -3780.4 yes 100.00%
pm 3581.88 -inf no 13.33%
rrwm 3133.96 -inf no 10.00%
sm 4009.66 -inf no 10.00%
smac 1666.47 -inf no 43.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3780.4 -3780.41 yes 100.00%
dd-ls3 -3780.4 -3780.71 yes 100.00%
dd-ls4 -3780.4 -3780.41 yes 100.00%
fgmd -3780.4 -inf yes 100.00%
fm-bca -3780.4 -3780.4 yes 100.00%
fm -3780.4 -4101.87 yes 100.00%
fw -3780.4 -inf yes 100.00%
ga 3963.94 -inf no 13.33%
hbp -3780.4 -3814.02 yes 100.00%
ipfps 3963.94 -inf no 13.33%
ipfpu 3963.94 -inf no 13.33%
lsm 1708.87 -inf no 23.33%
mp -3780.4 -3780.4 yes 100.00%
mp-fw -3780.4 -3780.4 yes 100.00%
mpm 2934.76 -inf no 46.67%
mp-mcf -3780.4 -3780.4 yes 100.00%
pm 3581.88 -inf no 13.33%
rrwm 3133.96 -inf no 10.00%
sm 4009.66 -inf no 10.00%
smac 1666.47 -inf no 43.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: