A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense97”

This page shows the benchmarks results for the dataset instance “house-dense97”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3799.56.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3799.56 -3800.51 yes 100.00%
dd-ls3 -3799.56 -3799.94 yes 100.00%
dd-ls4 -3799.56 -3823.1 yes 100.00%
fgmd inf -inf no
fm-bca -3799.56 -3799.56 yes 100.00%
fm -3799.56 -4063.49 yes 100.00%
fw -3799.56 -inf yes 100.00%
ga 3893.88 -inf no 3.33%
hbp -3799.56 -3820.1 yes 100.00%
ipfps 3893.88 -inf no 3.33%
ipfpu 3893.88 -inf no 3.33%
lsm inf -inf no
mp -3799.56 -3799.56 yes 100.00%
mp-fw -3799.56 -3866.9 yes 100.00%
mpm 1729.94 -inf no 53.33%
mp-mcf -3322.91 -3857.39 no 90.00%
pm 3547.72 -inf no 16.67%
rrwm 2896.03 -inf no 0.00%
sm 3658.37 -inf no 6.67%
smac 3767.99 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3799.56 -3800.51 yes 100.00%
dd-ls3 -3799.56 -3799.94 yes 100.00%
dd-ls4 -3799.56 -3799.56 yes 100.00%
fgmd inf -inf no
fm-bca -3799.56 -3799.56 yes 100.00%
fm -3799.56 -4063.49 yes 100.00%
fw -3799.56 -inf yes 100.00%
ga 3893.88 -inf no 3.33%
hbp -3799.56 -3820.1 yes 100.00%
ipfps 3893.88 -inf no 3.33%
ipfpu 3893.88 -inf no 3.33%
lsm 1273.38 -inf no 20.00%
mp -3799.56 -3799.56 yes 100.00%
mp-fw -3799.56 -3829.35 yes 100.00%
mpm 1729.94 -inf no 53.33%
mp-mcf -3322.91 -3820.53 no 90.00%
pm 3547.72 -inf no 16.67%
rrwm 2896.03 -inf no 0.00%
sm 3658.37 -inf no 6.67%
smac 3767.99 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3799.56 -3800.51 yes 100.00%
dd-ls3 -3799.56 -3799.94 yes 100.00%
dd-ls4 -3799.56 -3799.56 yes 100.00%
fgmd -3799.56 -inf yes 100.00%
fm-bca -3799.56 -3799.56 yes 100.00%
fm -3799.56 -4063.49 yes 100.00%
fw -3799.56 -inf yes 100.00%
ga 3893.88 -inf no 3.33%
hbp -3799.56 -3820.1 yes 100.00%
ipfps 3893.88 -inf no 3.33%
ipfpu 3893.88 -inf no 3.33%
lsm 1273.38 -inf no 20.00%
mp -3799.56 -3799.56 yes 100.00%
mp-fw -3799.56 -3799.56 yes 100.00%
mpm 1729.94 -inf no 53.33%
mp-mcf -3799.56 -3799.56 yes 100.00%
pm 3547.72 -inf no 16.67%
rrwm 2896.03 -inf no 0.00%
sm 3658.37 -inf no 6.67%
smac 3767.99 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3799.56 -3800.51 yes 100.00%
dd-ls3 -3799.56 -3799.94 yes 100.00%
dd-ls4 -3799.56 -3799.56 yes 100.00%
fgmd -3799.56 -inf yes 100.00%
fm-bca -3799.56 -3799.56 yes 100.00%
fm -3799.56 -4063.49 yes 100.00%
fw -3799.56 -inf yes 100.00%
ga 3893.88 -inf no 3.33%
hbp -3799.56 -3820.1 yes 100.00%
ipfps 3893.88 -inf no 3.33%
ipfpu 3893.88 -inf no 3.33%
lsm 1273.38 -inf no 20.00%
mp -3799.56 -3799.56 yes 100.00%
mp-fw -3799.56 -3799.56 yes 100.00%
mpm 1729.94 -inf no 53.33%
mp-mcf -3799.56 -3799.56 yes 100.00%
pm 3547.72 -inf no 16.67%
rrwm 2896.03 -inf no 0.00%
sm 3658.37 -inf no 6.67%
smac 3767.99 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: