A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense23”

This page shows the benchmarks results for the dataset instance “house-dense23”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3770.02.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3770.02 -3770.46 yes 100.00%
dd-ls3 -3770.02 -3770.07 yes 100.00%
dd-ls4 -3770.02 -3797.53 yes 100.00%
fgmd inf -inf no
fm-bca -3770.02 -3771.7 yes 100.00%
fm -3770.02 -4088.11 yes 100.00%
fw -3770.02 -inf yes 100.00%
ga 3645.26 -inf no 13.33%
hbp -3770.02 -3805.37 yes 100.00%
ipfps 3802.46 -inf no 10.00%
ipfpu 3802.46 -inf no 10.00%
lsm inf -inf no
mp -3770.02 -3780.81 yes 100.00%
mp-fw -3770.02 -3876.33 yes 100.00%
mpm 2789.97 -inf no 46.67%
mp-mcf -3505.31 -3842.64 no 86.67%
pm 3130.33 -inf no 26.67%
rrwm 2236.86 -inf no 10.00%
sm 4139.68 -inf no 10.00%
smac 1525.29 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3770.02 -3770.46 yes 100.00%
dd-ls3 -3770.02 -3770.07 yes 100.00%
dd-ls4 -3770.02 -3770.87 yes 100.00%
fgmd inf -inf no
fm-bca -3770.02 -3770.02 yes 100.00%
fm -3770.02 -4088.11 yes 100.00%
fw -3770.02 -inf yes 100.00%
ga 3645.26 -inf no 13.33%
hbp -3770.02 -3805.37 yes 100.00%
ipfps 3802.46 -inf no 10.00%
ipfpu 3802.46 -inf no 10.00%
lsm 1481.49 -inf no 33.33%
mp -3770.02 -3777.97 yes 100.00%
mp-fw -3770.02 -3792.37 yes 100.00%
mpm 2789.97 -inf no 46.67%
mp-mcf -3505.31 -3785.58 no 86.67%
pm 3130.33 -inf no 26.67%
rrwm 2236.86 -inf no 10.00%
sm 4139.68 -inf no 10.00%
smac 1525.29 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3770.02 -3770.46 yes 100.00%
dd-ls3 -3770.02 -3770.07 yes 100.00%
dd-ls4 -3770.02 -3770.87 yes 100.00%
fgmd -3770.02 -inf yes 100.00%
fm-bca -3770.02 -3770.02 yes 100.00%
fm -3770.02 -4088.11 yes 100.00%
fw -3770.02 -inf yes 100.00%
ga 3645.26 -inf no 13.33%
hbp -3770.02 -3805.37 yes 100.00%
ipfps 3802.46 -inf no 10.00%
ipfpu 3802.46 -inf no 10.00%
lsm 1481.49 -inf no 33.33%
mp -3770.02 -3777.97 yes 100.00%
mp-fw -3770.02 -3770.02 yes 100.00%
mpm 2789.97 -inf no 46.67%
mp-mcf -3770.02 -3770.02 yes 100.00%
pm 3130.33 -inf no 26.67%
rrwm 2236.86 -inf no 10.00%
sm 4139.68 -inf no 10.00%
smac 1525.29 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3770.02 -3770.46 yes 100.00%
dd-ls3 -3770.02 -3770.07 yes 100.00%
dd-ls4 -3770.02 -3770.87 yes 100.00%
fgmd -3770.02 -inf yes 100.00%
fm-bca -3770.02 -3770.02 yes 100.00%
fm -3770.02 -4088.11 yes 100.00%
fw -3770.02 -inf yes 100.00%
ga 3645.26 -inf no 13.33%
hbp -3770.02 -3805.37 yes 100.00%
ipfps 3802.46 -inf no 10.00%
ipfpu 3802.46 -inf no 10.00%
lsm 1481.49 -inf no 33.33%
mp -3770.02 -3777.97 yes 100.00%
mp-fw -3770.02 -3770.02 yes 100.00%
mpm 2789.97 -inf no 46.67%
mp-mcf -3770.02 -3770.02 yes 100.00%
pm 3130.33 -inf no 26.67%
rrwm 2236.86 -inf no 10.00%
sm 4139.68 -inf no 10.00%
smac 1525.29 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: