A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense45”

This page shows the benchmarks results for the dataset instance “house-dense45”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3800.01.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3800.01 -3800.16 yes 100.00%
dd-ls3 -3800.01 -3800.05 yes 100.00%
dd-ls4 -3800.01 -3817.13 yes 100.00%
fgmd inf -inf no
fm-bca -3800.01 -3801.64 yes 100.00%
fm -3800.01 -4102.54 yes 100.00%
fw -3800.01 -inf yes 100.00%
ga 3504.25 -inf no 10.00%
hbp -3800.01 -3833.71 yes 100.00%
ipfps 3654.18 -inf no 6.67%
ipfpu 3654.18 -inf no 6.67%
lsm inf -inf no
mp -3800.01 -3806.24 yes 100.00%
mp-fw -3800.01 -3843.62 yes 100.00%
mpm 1534.12 -inf no 56.67%
mp-mcf -3800.01 -3833.18 yes 100.00%
pm 3246.9 -inf no 16.67%
rrwm 2497.42 -inf no 10.00%
sm 3881.94 -inf no 16.67%
smac 2759.17 -inf no 36.67%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3800.01 -3800.16 yes 100.00%
dd-ls3 -3800.01 -3800.05 yes 100.00%
dd-ls4 -3800.01 -3800.19 yes 100.00%
fgmd inf -inf no
fm-bca -3800.01 -3800.01 yes 100.00%
fm -3800.01 -4102.54 yes 100.00%
fw -3800.01 -inf yes 100.00%
ga 3504.25 -inf no 10.00%
hbp -3800.01 -3833.71 yes 100.00%
ipfps 3654.18 -inf no 6.67%
ipfpu 3654.18 -inf no 6.67%
lsm 2167.96 -inf no 16.67%
mp -3800.01 -3801.58 yes 100.00%
mp-fw -3800.01 -3802.56 yes 100.00%
mpm 1534.12 -inf no 56.67%
mp-mcf -3800.01 -3801.35 yes 100.00%
pm 3246.9 -inf no 16.67%
rrwm 2497.42 -inf no 10.00%
sm 3881.94 -inf no 16.67%
smac 2759.17 -inf no 36.67%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3800.01 -3800.16 yes 100.00%
dd-ls3 -3800.01 -3800.05 yes 100.00%
dd-ls4 -3800.01 -3800.19 yes 100.00%
fgmd -3800.01 -inf yes 100.00%
fm-bca -3800.01 -3800.01 yes 100.00%
fm -3800.01 -4102.54 yes 100.00%
fw -3800.01 -inf yes 100.00%
ga 3504.25 -inf no 10.00%
hbp -3800.01 -3833.71 yes 100.00%
ipfps 3654.18 -inf no 6.67%
ipfpu 3654.18 -inf no 6.67%
lsm 2167.96 -inf no 16.67%
mp -3800.01 -3800.01 yes 100.00%
mp-fw -3800.01 -3800.01 yes 100.00%
mpm 1534.12 -inf no 56.67%
mp-mcf -3800.01 -3800.01 yes 100.00%
pm 3246.9 -inf no 16.67%
rrwm 2497.42 -inf no 10.00%
sm 3881.94 -inf no 16.67%
smac 2759.17 -inf no 36.67%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3800.01 -3800.16 yes 100.00%
dd-ls3 -3800.01 -3800.05 yes 100.00%
dd-ls4 -3800.01 -3800.19 yes 100.00%
fgmd -3800.01 -inf yes 100.00%
fm-bca -3800.01 -3800.01 yes 100.00%
fm -3800.01 -4102.54 yes 100.00%
fw -3800.01 -inf yes 100.00%
ga 3504.25 -inf no 10.00%
hbp -3800.01 -3833.71 yes 100.00%
ipfps 3654.18 -inf no 6.67%
ipfpu 3654.18 -inf no 6.67%
lsm 2167.96 -inf no 16.67%
mp -3800.01 -3800.01 yes 100.00%
mp-fw -3800.01 -3800.01 yes 100.00%
mpm 1534.12 -inf no 56.67%
mp-mcf -3800.01 -3800.01 yes 100.00%
pm 3246.9 -inf no 16.67%
rrwm 2497.42 -inf no 10.00%
sm 3881.94 -inf no 16.67%
smac 2759.17 -inf no 36.67%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: