A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense26”

This page shows the benchmarks results for the dataset instance “house-dense26”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3801.56.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3801.56 -3802.88 yes 100.00%
dd-ls3 -3801.56 -3801.62 yes 100.00%
dd-ls4 -3801.56 -3818.05 yes 100.00%
fgmd inf -inf no
fm-bca -3801.56 -3801.56 yes 100.00%
fm -3801.56 -4106.55 yes 100.00%
fw -3801.56 -inf yes 100.00%
ga 3404.36 -inf no 3.33%
hbp -3801.56 -3824.6 yes 100.00%
ipfps 3369.91 -inf no 3.33%
ipfpu 3369.91 -inf no 3.33%
lsm inf -inf no
mp -3801.56 -3801.56 yes 100.00%
mp-fw -3801.56 -3879.76 yes 100.00%
mpm 2025.91 -inf no 50.00%
mp-mcf -3521.21 -3832.95 no 86.67%
pm 3551.56 -inf no 13.33%
rrwm 2901.91 -inf no 3.33%
sm 4206.8 -inf no 6.67%
smac 3100.46 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3801.56 -3802.88 yes 100.00%
dd-ls3 -3801.56 -3801.62 yes 100.00%
dd-ls4 -3801.56 -3801.9 yes 100.00%
fgmd inf -inf no
fm-bca -3801.56 -3801.56 yes 100.00%
fm -3801.56 -4106.55 yes 100.00%
fw -3801.56 -inf yes 100.00%
ga 3404.36 -inf no 3.33%
hbp -3801.56 -3824.6 yes 100.00%
ipfps 3369.91 -inf no 3.33%
ipfpu 3369.91 -inf no 3.33%
lsm 2504.48 -inf no 20.00%
mp -3801.56 -3801.56 yes 100.00%
mp-fw -3801.56 -3821.65 yes 100.00%
mpm 2025.91 -inf no 50.00%
mp-mcf -3801.56 -3801.56 yes 100.00%
pm 3551.56 -inf no 13.33%
rrwm 2901.91 -inf no 3.33%
sm 4206.8 -inf no 6.67%
smac 3100.46 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3801.56 -3802.88 yes 100.00%
dd-ls3 -3801.56 -3801.62 yes 100.00%
dd-ls4 -3801.56 -3801.9 yes 100.00%
fgmd -3801.56 -inf yes 100.00%
fm-bca -3801.56 -3801.56 yes 100.00%
fm -3801.56 -4106.55 yes 100.00%
fw -3801.56 -inf yes 100.00%
ga 3404.36 -inf no 3.33%
hbp -3801.56 -3824.6 yes 100.00%
ipfps 3369.91 -inf no 3.33%
ipfpu 3369.91 -inf no 3.33%
lsm 2504.48 -inf no 20.00%
mp -3801.56 -3801.56 yes 100.00%
mp-fw -3801.56 -3801.56 yes 100.00%
mpm 2025.91 -inf no 50.00%
mp-mcf -3801.56 -3801.56 yes 100.00%
pm 3551.56 -inf no 13.33%
rrwm 2901.91 -inf no 3.33%
sm 4206.8 -inf no 6.67%
smac 3100.46 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3801.56 -3802.88 yes 100.00%
dd-ls3 -3801.56 -3801.62 yes 100.00%
dd-ls4 -3801.56 -3801.9 yes 100.00%
fgmd -3801.56 -inf yes 100.00%
fm-bca -3801.56 -3801.56 yes 100.00%
fm -3801.56 -4106.55 yes 100.00%
fw -3801.56 -inf yes 100.00%
ga 3404.36 -inf no 3.33%
hbp -3801.56 -3824.6 yes 100.00%
ipfps 3369.91 -inf no 3.33%
ipfpu 3369.91 -inf no 3.33%
lsm 2504.48 -inf no 20.00%
mp -3801.56 -3801.56 yes 100.00%
mp-fw -3801.56 -3801.56 yes 100.00%
mpm 2025.91 -inf no 50.00%
mp-mcf -3801.56 -3801.56 yes 100.00%
pm 3551.56 -inf no 13.33%
rrwm 2901.91 -inf no 3.33%
sm 4206.8 -inf no 6.67%
smac 3100.46 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: