A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense89”

This page shows the benchmarks results for the dataset instance “house-dense89”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3762.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3762.5 -3762.76 yes 100.00%
dd-ls3 -3762.5 -3763.13 yes 100.00%
dd-ls4 -3762.5 -3773.99 yes 100.00%
fgmd inf -inf no
fm-bca -3762.5 -3762.5 yes 100.00%
fm -3762.5 -4057.99 yes 100.00%
fw -3762.5 -inf yes 100.00%
ga 3569.65 -inf no 3.33%
hbp inf -inf no
ipfps 3569.65 -inf no 3.33%
ipfpu 3569.65 -inf no 3.33%
lsm inf -inf no
mp -3762.5 -3766.08 yes 100.00%
mp-fw -3762.5 -3841.39 yes 100.00%
mpm 564.588 -inf no 60.00%
mp-mcf -3269.31 -3831.49 no 90.00%
pm 3120.87 -inf no 20.00%
rrwm 2713.12 -inf no 0.00%
sm 3399.84 -inf no 0.00%
smac 3724.9 -inf no 26.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3762.5 -3762.76 yes 100.00%
dd-ls3 -3762.5 -3763.13 yes 100.00%
dd-ls4 -3762.5 -3762.54 yes 100.00%
fgmd inf -inf no
fm-bca -3762.5 -3762.5 yes 100.00%
fm -3762.5 -4057.99 yes 100.00%
fw -3762.5 -inf yes 100.00%
ga 3569.65 -inf no 3.33%
hbp -3762.5 -3796.2 yes 100.00%
ipfps 3569.65 -inf no 3.33%
ipfpu 3569.65 -inf no 3.33%
lsm 2455.48 -inf no 16.67%
mp -3762.5 -3762.5 yes 100.00%
mp-fw -3762.5 -3805.49 yes 100.00%
mpm 564.588 -inf no 60.00%
mp-mcf -3493.57 -3794.27 no 86.67%
pm 3120.87 -inf no 20.00%
rrwm 2713.12 -inf no 0.00%
sm 3399.84 -inf no 0.00%
smac 3724.9 -inf no 26.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3762.5 -3762.76 yes 100.00%
dd-ls3 -3762.5 -3763.13 yes 100.00%
dd-ls4 -3762.5 -3762.54 yes 100.00%
fgmd -2736.38 -inf no 56.67%
fm-bca -3762.5 -3762.5 yes 100.00%
fm -3762.5 -4057.99 yes 100.00%
fw -3762.5 -inf yes 100.00%
ga 3569.65 -inf no 3.33%
hbp -3762.5 -3796.2 yes 100.00%
ipfps 3569.65 -inf no 3.33%
ipfpu 3569.65 -inf no 3.33%
lsm 2455.48 -inf no 16.67%
mp -3762.5 -3762.5 yes 100.00%
mp-fw -3762.5 -3769.66 yes 100.00%
mpm 564.588 -inf no 60.00%
mp-mcf -3762.5 -3768.81 yes 100.00%
pm 3120.87 -inf no 20.00%
rrwm 2713.12 -inf no 0.00%
sm 3399.84 -inf no 0.00%
smac 3724.9 -inf no 26.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3762.5 -3762.76 yes 100.00%
dd-ls3 -3762.5 -3763.13 yes 100.00%
dd-ls4 -3762.5 -3762.54 yes 100.00%
fgmd -2736.38 -inf no 56.67%
fm-bca -3762.5 -3762.5 yes 100.00%
fm -3762.5 -4057.99 yes 100.00%
fw -3762.5 -inf yes 100.00%
ga 3569.65 -inf no 3.33%
hbp -3762.5 -3796.2 yes 100.00%
ipfps 3569.65 -inf no 3.33%
ipfpu 3569.65 -inf no 3.33%
lsm 2455.48 -inf no 16.67%
mp -3762.5 -3762.5 yes 100.00%
mp-fw -3762.5 -3762.5 yes 100.00%
mpm 564.588 -inf no 60.00%
mp-mcf -3762.5 -3762.5 yes 100.00%
pm 3120.87 -inf no 20.00%
rrwm 2713.12 -inf no 0.00%
sm 3399.84 -inf no 0.00%
smac 3724.9 -inf no 26.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: