A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense71”

This page shows the benchmarks results for the dataset instance “house-dense71”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3775.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3775.5 -3776.85 yes 100.00%
dd-ls3 -3775.5 -3775.57 yes 100.00%
dd-ls4 -3646.54 -3797.44 no 93.33%
fgmd inf -inf no
fm-bca -3775.5 -3775.5 yes 100.00%
fm -3775.5 -4063.29 yes 100.00%
fw -3775.5 -inf yes 100.00%
ga 3696.02 -inf no 10.00%
hbp -3775.5 -3807.45 yes 100.00%
ipfps 3696.02 -inf no 10.00%
ipfpu 3696.02 -inf no 10.00%
lsm inf -inf no
mp -3775.5 -3778.89 yes 100.00%
mp-fw -3775.5 -3843.3 yes 100.00%
mpm 312.193 -inf no 60.00%
mp-mcf -3378.94 -3830.8 no 80.00%
pm 3119.58 -inf no 16.67%
rrwm 3337.04 -inf no 10.00%
sm 4135.93 -inf no 10.00%
smac 4262.82 -inf no 20.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3775.5 -3776.85 yes 100.00%
dd-ls3 -3775.5 -3775.57 yes 100.00%
dd-ls4 -3775.5 -3775.57 yes 100.00%
fgmd inf -inf no
fm-bca -3775.5 -3775.5 yes 100.00%
fm -3775.5 -4063.29 yes 100.00%
fw -3775.5 -inf yes 100.00%
ga 3696.02 -inf no 10.00%
hbp -3775.5 -3807.45 yes 100.00%
ipfps 3696.02 -inf no 10.00%
ipfpu 3696.02 -inf no 10.00%
lsm 2667.66 -inf no 20.00%
mp -3775.5 -3775.5 yes 100.00%
mp-fw -3775.5 -3789.77 yes 100.00%
mpm 312.193 -inf no 60.00%
mp-mcf -3775.5 -3786.18 yes 100.00%
pm 3119.58 -inf no 16.67%
rrwm 3337.04 -inf no 10.00%
sm 4135.93 -inf no 10.00%
smac 4262.82 -inf no 20.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3775.5 -3776.85 yes 100.00%
dd-ls3 -3775.5 -3775.57 yes 100.00%
dd-ls4 -3775.5 -3775.57 yes 100.00%
fgmd -3775.5 -inf yes 100.00%
fm-bca -3775.5 -3775.5 yes 100.00%
fm -3775.5 -4063.29 yes 100.00%
fw -3775.5 -inf yes 100.00%
ga 3696.02 -inf no 10.00%
hbp -3775.5 -3807.45 yes 100.00%
ipfps 3696.02 -inf no 10.00%
ipfpu 3696.02 -inf no 10.00%
lsm 2667.66 -inf no 20.00%
mp -3775.5 -3775.5 yes 100.00%
mp-fw -3775.5 -3776.4 yes 100.00%
mpm 312.193 -inf no 60.00%
mp-mcf -3775.5 -3776.2 yes 100.00%
pm 3119.58 -inf no 16.67%
rrwm 3337.04 -inf no 10.00%
sm 4135.93 -inf no 10.00%
smac 4262.82 -inf no 20.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3775.5 -3776.85 yes 100.00%
dd-ls3 -3775.5 -3775.57 yes 100.00%
dd-ls4 -3775.5 -3775.57 yes 100.00%
fgmd -3775.5 -inf yes 100.00%
fm-bca -3775.5 -3775.5 yes 100.00%
fm -3775.5 -4063.29 yes 100.00%
fw -3775.5 -inf yes 100.00%
ga 3696.02 -inf no 10.00%
hbp -3775.5 -3807.45 yes 100.00%
ipfps 3696.02 -inf no 10.00%
ipfpu 3696.02 -inf no 10.00%
lsm 2667.66 -inf no 20.00%
mp -3775.5 -3775.5 yes 100.00%
mp-fw -3775.5 -3775.5 yes 100.00%
mpm 312.193 -inf no 60.00%
mp-mcf -3775.5 -3775.5 yes 100.00%
pm 3119.58 -inf no 16.67%
rrwm 3337.04 -inf no 10.00%
sm 4135.93 -inf no 10.00%
smac 4262.82 -inf no 20.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: