A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense74”

This page shows the benchmarks results for the dataset instance “house-dense74”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3754.97.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3754.97 -3755.12 yes 100.00%
dd-ls3 -3754.97 -3761.31 yes 100.00%
dd-ls4 -3754.97 -3786 yes 100.00%
fgmd inf -inf no
fm-bca -3754.97 -3754.97 yes 100.00%
fm -3754.97 -4074.9 yes 100.00%
fw -3754.97 -inf yes 100.00%
ga 3184.39 -inf no 10.00%
hbp -3754.97 -3781.17 yes 100.00%
ipfps 3755.52 -inf no 10.00%
ipfpu 3755.52 -inf no 10.00%
lsm inf -inf no
mp -3754.97 -3761.15 yes 100.00%
mp-fw -3754.97 -3877.82 yes 100.00%
mpm 2234.58 -inf no 43.33%
mp-mcf -3419.44 -3848.06 no 80.00%
pm 3250.24 -inf no 16.67%
rrwm 2187.45 -inf no 10.00%
sm 4443.99 -inf no 10.00%
smac 3269.43 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3754.97 -3755.12 yes 100.00%
dd-ls3 -3754.97 -3755.73 yes 100.00%
dd-ls4 -3754.97 -3755.68 yes 100.00%
fgmd inf -inf no
fm-bca -3754.97 -3754.97 yes 100.00%
fm -3754.97 -4074.9 yes 100.00%
fw -3754.97 -inf yes 100.00%
ga 3184.39 -inf no 10.00%
hbp -3754.97 -3781.17 yes 100.00%
ipfps 3755.52 -inf no 10.00%
ipfpu 3755.52 -inf no 10.00%
lsm 1377.95 -inf no 16.67%
mp -3754.97 -3759.44 yes 100.00%
mp-fw -3754.97 -3835.15 yes 100.00%
mpm 2234.58 -inf no 43.33%
mp-mcf -3419.44 -3799.28 no 80.00%
pm 3250.24 -inf no 16.67%
rrwm 2187.45 -inf no 10.00%
sm 4443.99 -inf no 10.00%
smac 3269.43 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3754.97 -3755.12 yes 100.00%
dd-ls3 -3754.97 -3755.73 yes 100.00%
dd-ls4 -3754.97 -3755.68 yes 100.00%
fgmd -3754.97 -inf yes 100.00%
fm-bca -3754.97 -3754.97 yes 100.00%
fm -3754.97 -4074.9 yes 100.00%
fw -3754.97 -inf yes 100.00%
ga 3184.39 -inf no 10.00%
hbp -3754.97 -3781.17 yes 100.00%
ipfps 3755.52 -inf no 10.00%
ipfpu 3755.52 -inf no 10.00%
lsm 1377.95 -inf no 16.67%
mp -3754.97 -3759.44 yes 100.00%
mp-fw -3754.97 -3754.97 yes 100.00%
mpm 2234.58 -inf no 43.33%
mp-mcf -3754.97 -3754.97 yes 100.00%
pm 3250.24 -inf no 16.67%
rrwm 2187.45 -inf no 10.00%
sm 4443.99 -inf no 10.00%
smac 3269.43 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3754.97 -3755.12 yes 100.00%
dd-ls3 -3754.97 -3755.73 yes 100.00%
dd-ls4 -3754.97 -3755.68 yes 100.00%
fgmd -3754.97 -inf yes 100.00%
fm-bca -3754.97 -3754.97 yes 100.00%
fm -3754.97 -4074.9 yes 100.00%
fw -3754.97 -inf yes 100.00%
ga 3184.39 -inf no 10.00%
hbp -3754.97 -3781.17 yes 100.00%
ipfps 3755.52 -inf no 10.00%
ipfpu 3755.52 -inf no 10.00%
lsm 1377.95 -inf no 16.67%
mp -3754.97 -3759.44 yes 100.00%
mp-fw -3754.97 -3754.97 yes 100.00%
mpm 2234.58 -inf no 43.33%
mp-mcf -3754.97 -3754.97 yes 100.00%
pm 3250.24 -inf no 16.67%
rrwm 2187.45 -inf no 10.00%
sm 4443.99 -inf no 10.00%
smac 3269.43 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: