A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense61”

This page shows the benchmarks results for the dataset instance “house-dense61”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3809.96.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3809.96 -3814.96 yes 100.00%
dd-ls3 -3809.96 -3810.48 yes 100.00%
dd-ls4 -3809.96 -3825.6 yes 100.00%
fgmd inf -inf no
fm-bca -3809.96 -3809.96 yes 100.00%
fm -3809.96 -4086.06 yes 100.00%
fw -3809.96 -inf yes 100.00%
ga 3817.43 -inf no 6.67%
hbp -3809.96 -3838.61 yes 100.00%
ipfps 3817.43 -inf no 6.67%
ipfpu 3817.43 -inf no 6.67%
lsm inf -inf no
mp -3809.96 -3809.96 yes 100.00%
mp-fw -3809.96 -3888.62 yes 100.00%
mpm 770.103 -inf no 56.67%
mp-mcf -3690.39 -3854.27 no 93.33%
pm 2888.27 -inf no 26.67%
rrwm 2772.35 -inf no 16.67%
sm 3681.58 -inf no 10.00%
smac 2493.33 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3809.96 -3814.96 yes 100.00%
dd-ls3 -3809.96 -3810.48 yes 100.00%
dd-ls4 -3809.96 -3810.21 yes 100.00%
fgmd inf -inf no
fm-bca -3809.96 -3809.96 yes 100.00%
fm -3809.96 -4086.06 yes 100.00%
fw -3809.96 -inf yes 100.00%
ga 3817.43 -inf no 6.67%
hbp -3809.96 -3838.61 yes 100.00%
ipfps 3817.43 -inf no 6.67%
ipfpu 3817.43 -inf no 6.67%
lsm 1954.11 -inf no 16.67%
mp -3809.96 -3809.96 yes 100.00%
mp-fw -3809.96 -3809.96 yes 100.00%
mpm 770.103 -inf no 56.67%
mp-mcf -3809.96 -3809.96 yes 100.00%
pm 2888.27 -inf no 26.67%
rrwm 2772.35 -inf no 16.67%
sm 3681.58 -inf no 10.00%
smac 2493.33 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3809.96 -3814.96 yes 100.00%
dd-ls3 -3809.96 -3810.48 yes 100.00%
dd-ls4 -3809.96 -3810.21 yes 100.00%
fgmd -2895.45 -inf no 60.00%
fm-bca -3809.96 -3809.96 yes 100.00%
fm -3809.96 -4086.06 yes 100.00%
fw -3809.96 -inf yes 100.00%
ga 3817.43 -inf no 6.67%
hbp -3809.96 -3838.61 yes 100.00%
ipfps 3817.43 -inf no 6.67%
ipfpu 3817.43 -inf no 6.67%
lsm 1954.11 -inf no 16.67%
mp -3809.96 -3809.96 yes 100.00%
mp-fw -3809.96 -3809.96 yes 100.00%
mpm 770.103 -inf no 56.67%
mp-mcf -3809.96 -3809.96 yes 100.00%
pm 2888.27 -inf no 26.67%
rrwm 2772.35 -inf no 16.67%
sm 3681.58 -inf no 10.00%
smac 2493.33 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3809.96 -3814.96 yes 100.00%
dd-ls3 -3809.96 -3810.48 yes 100.00%
dd-ls4 -3809.96 -3810.21 yes 100.00%
fgmd -2895.45 -inf no 60.00%
fm-bca -3809.96 -3809.96 yes 100.00%
fm -3809.96 -4086.06 yes 100.00%
fw -3809.96 -inf yes 100.00%
ga 3817.43 -inf no 6.67%
hbp -3809.96 -3838.61 yes 100.00%
ipfps 3817.43 -inf no 6.67%
ipfpu 3817.43 -inf no 6.67%
lsm 1954.11 -inf no 16.67%
mp -3809.96 -3809.96 yes 100.00%
mp-fw -3809.96 -3809.96 yes 100.00%
mpm 770.103 -inf no 56.67%
mp-mcf -3809.96 -3809.96 yes 100.00%
pm 2888.27 -inf no 26.67%
rrwm 2772.35 -inf no 16.67%
sm 3681.58 -inf no 10.00%
smac 2493.33 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: