A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense73”

This page shows the benchmarks results for the dataset instance “house-dense73”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3798.88.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3798.88 -3799.68 yes 100.00%
dd-ls3 -3798.88 -3801.15 yes 100.00%
dd-ls4 -3798.88 -3822.97 yes 100.00%
fgmd inf -inf no
fm-bca -3798.88 -3798.88 yes 100.00%
fm -3798.88 -4077.89 yes 100.00%
fw -3798.88 -inf yes 100.00%
ga 2922.63 -inf no 6.67%
hbp -3798.88 -3823.85 yes 100.00%
ipfps 3124.99 -inf no 6.67%
ipfpu 3124.99 -inf no 6.67%
lsm inf -inf no
mp -3798.88 -3798.88 yes 100.00%
mp-fw -3798.88 -3822.84 yes 100.00%
mpm 19.0803 -inf no 56.67%
mp-mcf -3798.88 -3817.05 yes 100.00%
pm 3110.74 -inf no 10.00%
rrwm 2529.56 -inf no 10.00%
sm 3701.83 -inf no 6.67%
smac 2737.94 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3798.88 -3799.68 yes 100.00%
dd-ls3 -3798.88 -3801.15 yes 100.00%
dd-ls4 -3798.88 -3798.88 yes 100.00%
fgmd inf -inf no
fm-bca -3798.88 -3798.88 yes 100.00%
fm -3798.88 -4077.89 yes 100.00%
fw -3798.88 -inf yes 100.00%
ga 2922.63 -inf no 6.67%
hbp -3798.88 -3823.85 yes 100.00%
ipfps 3124.99 -inf no 6.67%
ipfpu 3124.99 -inf no 6.67%
lsm 2404.24 -inf no 20.00%
mp -3798.88 -3798.88 yes 100.00%
mp-fw -3798.88 -3799.98 yes 100.00%
mpm 19.0803 -inf no 56.67%
mp-mcf -3798.88 -3798.88 yes 100.00%
pm 3110.74 -inf no 10.00%
rrwm 2529.56 -inf no 10.00%
sm 3701.83 -inf no 6.67%
smac 2737.94 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3798.88 -3799.68 yes 100.00%
dd-ls3 -3798.88 -3801.15 yes 100.00%
dd-ls4 -3798.88 -3798.88 yes 100.00%
fgmd -3798.88 -inf yes 100.00%
fm-bca -3798.88 -3798.88 yes 100.00%
fm -3798.88 -4077.89 yes 100.00%
fw -3798.88 -inf yes 100.00%
ga 2922.63 -inf no 6.67%
hbp -3798.88 -3823.85 yes 100.00%
ipfps 3124.99 -inf no 6.67%
ipfpu 3124.99 -inf no 6.67%
lsm 2404.24 -inf no 20.00%
mp -3798.88 -3798.88 yes 100.00%
mp-fw -3798.88 -3798.88 yes 100.00%
mpm 19.0803 -inf no 56.67%
mp-mcf -3798.88 -3798.88 yes 100.00%
pm 3110.74 -inf no 10.00%
rrwm 2529.56 -inf no 10.00%
sm 3701.83 -inf no 6.67%
smac 2737.94 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3798.88 -3799.68 yes 100.00%
dd-ls3 -3798.88 -3801.15 yes 100.00%
dd-ls4 -3798.88 -3798.88 yes 100.00%
fgmd -3798.88 -inf yes 100.00%
fm-bca -3798.88 -3798.88 yes 100.00%
fm -3798.88 -4077.89 yes 100.00%
fw -3798.88 -inf yes 100.00%
ga 2922.63 -inf no 6.67%
hbp -3798.88 -3823.85 yes 100.00%
ipfps 3124.99 -inf no 6.67%
ipfpu 3124.99 -inf no 6.67%
lsm 2404.24 -inf no 20.00%
mp -3798.88 -3798.88 yes 100.00%
mp-fw -3798.88 -3798.88 yes 100.00%
mpm 19.0803 -inf no 56.67%
mp-mcf -3798.88 -3798.88 yes 100.00%
pm 3110.74 -inf no 10.00%
rrwm 2529.56 -inf no 10.00%
sm 3701.83 -inf no 6.67%
smac 2737.94 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: