A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense38”

This page shows the benchmarks results for the dataset instance “house-dense38”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3768.98.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3768.98 -3769.11 yes 100.00%
dd-ls3 -3768.98 -3769.85 yes 100.00%
dd-ls4 -3768.98 -3789.89 yes 100.00%
fgmd inf -inf no
fm-bca -3768.98 -3769.33 yes 100.00%
fm -3768.98 -4101.88 yes 100.00%
fw -3768.98 -inf yes 100.00%
ga 3666.64 -inf no 10.00%
hbp -3768.98 -3799.69 yes 100.00%
ipfps 4052.82 -inf no 10.00%
ipfpu 4052.82 -inf no 10.00%
lsm inf -inf no
mp -3768.98 -3774.18 yes 100.00%
mp-fw -3768.98 -3893.88 yes 100.00%
mpm 3028.2 -inf no 46.67%
mp-mcf -3512.23 -3841.32 no 86.67%
pm 3540.87 -inf no 10.00%
rrwm 3028.47 -inf no 6.67%
sm 4054.86 -inf no 10.00%
smac 2437.55 -inf no 40.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3768.98 -3769.11 yes 100.00%
dd-ls3 -3768.98 -3769.85 yes 100.00%
dd-ls4 -3768.98 -3769.38 yes 100.00%
fgmd inf -inf no
fm-bca -3768.98 -3768.98 yes 100.00%
fm -3768.98 -4101.88 yes 100.00%
fw -3768.98 -inf yes 100.00%
ga 3666.64 -inf no 10.00%
hbp -3768.98 -3799.69 yes 100.00%
ipfps 4052.82 -inf no 10.00%
ipfpu 4052.82 -inf no 10.00%
lsm 2370.13 -inf no 10.00%
mp -3768.98 -3772.92 yes 100.00%
mp-fw -3768.98 -3768.98 yes 100.00%
mpm 3028.2 -inf no 46.67%
mp-mcf -3768.98 -3768.98 yes 100.00%
pm 3540.87 -inf no 10.00%
rrwm 3028.47 -inf no 6.67%
sm 4054.86 -inf no 10.00%
smac 2437.55 -inf no 40.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3768.98 -3769.11 yes 100.00%
dd-ls3 -3768.98 -3769.85 yes 100.00%
dd-ls4 -3768.98 -3769.38 yes 100.00%
fgmd -3768.98 -inf yes 100.00%
fm-bca -3768.98 -3768.98 yes 100.00%
fm -3768.98 -4101.88 yes 100.00%
fw -3768.98 -inf yes 100.00%
ga 3666.64 -inf no 10.00%
hbp -3768.98 -3799.69 yes 100.00%
ipfps 4052.82 -inf no 10.00%
ipfpu 4052.82 -inf no 10.00%
lsm 2370.13 -inf no 10.00%
mp -3768.98 -3772.92 yes 100.00%
mp-fw -3768.98 -3768.98 yes 100.00%
mpm 3028.2 -inf no 46.67%
mp-mcf -3768.98 -3768.98 yes 100.00%
pm 3540.87 -inf no 10.00%
rrwm 3028.47 -inf no 6.67%
sm 4054.86 -inf no 10.00%
smac 2437.55 -inf no 40.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3768.98 -3769.11 yes 100.00%
dd-ls3 -3768.98 -3769.85 yes 100.00%
dd-ls4 -3768.98 -3769.38 yes 100.00%
fgmd -3768.98 -inf yes 100.00%
fm-bca -3768.98 -3768.98 yes 100.00%
fm -3768.98 -4101.88 yes 100.00%
fw -3768.98 -inf yes 100.00%
ga 3666.64 -inf no 10.00%
hbp -3768.98 -3799.69 yes 100.00%
ipfps 4052.82 -inf no 10.00%
ipfpu 4052.82 -inf no 10.00%
lsm 2370.13 -inf no 10.00%
mp -3768.98 -3772.92 yes 100.00%
mp-fw -3768.98 -3768.98 yes 100.00%
mpm 3028.2 -inf no 46.67%
mp-mcf -3768.98 -3768.98 yes 100.00%
pm 3540.87 -inf no 10.00%
rrwm 3028.47 -inf no 6.67%
sm 4054.86 -inf no 10.00%
smac 2437.55 -inf no 40.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: