A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense31”

This page shows the benchmarks results for the dataset instance “house-dense31”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3824.94.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3824.94 -3825.4 yes 100.00%
dd-ls3 -3824.94 -3824.95 yes 100.00%
dd-ls4 -3824.94 -3840.6 yes 100.00%
fgmd inf -inf no
fm-bca -3824.94 -3824.94 yes 100.00%
fm -3824.94 -4113.69 yes 100.00%
fw -3824.94 -inf yes 100.00%
ga 3588.83 -inf no 6.67%
hbp -3824.94 -3849.95 yes 100.00%
ipfps 3708.83 -inf no 10.00%
ipfpu 3708.83 -inf no 10.00%
lsm inf -inf no
mp -3824.94 -3824.94 yes 100.00%
mp-fw -3824.94 -3893.85 yes 100.00%
mpm 1450.92 -inf no 60.00%
mp-mcf -3544.79 -3890.51 no 86.67%
pm 3345.92 -inf no 16.67%
rrwm 3155.55 -inf no 6.67%
sm 3814.17 -inf no 6.67%
smac 2273.15 -inf no 36.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3824.94 -3825.4 yes 100.00%
dd-ls3 -3824.94 -3824.95 yes 100.00%
dd-ls4 -3824.94 -3825.32 yes 100.00%
fgmd inf -inf no
fm-bca -3824.94 -3824.94 yes 100.00%
fm -3824.94 -4113.69 yes 100.00%
fw -3824.94 -inf yes 100.00%
ga 3588.83 -inf no 6.67%
hbp -3824.94 -3849.95 yes 100.00%
ipfps 3708.83 -inf no 10.00%
ipfpu 3708.83 -inf no 10.00%
lsm 1130.59 -inf no 20.00%
mp -3824.94 -3824.94 yes 100.00%
mp-fw -3824.94 -3828.03 yes 100.00%
mpm 1450.92 -inf no 60.00%
mp-mcf -3824.94 -3824.94 yes 100.00%
pm 3345.92 -inf no 16.67%
rrwm 3155.55 -inf no 6.67%
sm 3814.17 -inf no 6.67%
smac 2273.15 -inf no 36.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3824.94 -3825.4 yes 100.00%
dd-ls3 -3824.94 -3824.95 yes 100.00%
dd-ls4 -3824.94 -3825.32 yes 100.00%
fgmd -3824.94 -inf yes 100.00%
fm-bca -3824.94 -3824.94 yes 100.00%
fm -3824.94 -4113.69 yes 100.00%
fw -3824.94 -inf yes 100.00%
ga 3588.83 -inf no 6.67%
hbp -3824.94 -3849.95 yes 100.00%
ipfps 3708.83 -inf no 10.00%
ipfpu 3708.83 -inf no 10.00%
lsm 1130.59 -inf no 20.00%
mp -3824.94 -3824.94 yes 100.00%
mp-fw -3824.94 -3824.94 yes 100.00%
mpm 1450.92 -inf no 60.00%
mp-mcf -3824.94 -3824.94 yes 100.00%
pm 3345.92 -inf no 16.67%
rrwm 3155.55 -inf no 6.67%
sm 3814.17 -inf no 6.67%
smac 2273.15 -inf no 36.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3824.94 -3825.4 yes 100.00%
dd-ls3 -3824.94 -3824.95 yes 100.00%
dd-ls4 -3824.94 -3825.32 yes 100.00%
fgmd -3824.94 -inf yes 100.00%
fm-bca -3824.94 -3824.94 yes 100.00%
fm -3824.94 -4113.69 yes 100.00%
fw -3824.94 -inf yes 100.00%
ga 3588.83 -inf no 6.67%
hbp -3824.94 -3849.95 yes 100.00%
ipfps 3708.83 -inf no 10.00%
ipfpu 3708.83 -inf no 10.00%
lsm 1130.59 -inf no 20.00%
mp -3824.94 -3824.94 yes 100.00%
mp-fw -3824.94 -3824.94 yes 100.00%
mpm 1450.92 -inf no 60.00%
mp-mcf -3824.94 -3824.94 yes 100.00%
pm 3345.92 -inf no 16.67%
rrwm 3155.55 -inf no 6.67%
sm 3814.17 -inf no 6.67%
smac 2273.15 -inf no 36.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: