A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense95”

This page shows the benchmarks results for the dataset instance “house-dense95”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3752.97.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3752.97 -3756.98 yes 100.00%
dd-ls3 -3752.97 -3752.99 yes 100.00%
dd-ls4 -3752.97 -3768.52 yes 100.00%
fgmd inf -inf no
fm-bca -3752.97 -3758.58 yes 100.00%
fm -3752.97 -4049.55 yes 100.00%
fw -3752.97 -inf yes 100.00%
ga 3325.03 -inf no 10.00%
hbp -3752.97 -3780.68 yes 100.00%
ipfps 3325.03 -inf no 10.00%
ipfpu 3325.03 -inf no 10.00%
lsm inf -inf no
mp -3752.97 -3752.97 yes 100.00%
mp-fw -3752.97 -3817.75 yes 100.00%
mpm 94.2349 -inf no 53.33%
mp-mcf -3752.97 -3757.12 yes 100.00%
pm 3430 -inf no 16.67%
rrwm 3068.58 -inf no 3.33%
sm 3756.96 -inf no 10.00%
smac 1259.04 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3752.97 -3756.98 yes 100.00%
dd-ls3 -3752.97 -3752.99 yes 100.00%
dd-ls4 -3752.97 -3753.03 yes 100.00%
fgmd inf -inf no
fm-bca -3752.97 -3752.97 yes 100.00%
fm -3752.97 -4049.55 yes 100.00%
fw -3752.97 -inf yes 100.00%
ga 3325.03 -inf no 10.00%
hbp -3752.97 -3780.68 yes 100.00%
ipfps 3325.03 -inf no 10.00%
ipfpu 3325.03 -inf no 10.00%
lsm 540.145 -inf no 26.67%
mp -3752.97 -3752.97 yes 100.00%
mp-fw -3752.97 -3752.97 yes 100.00%
mpm 94.2349 -inf no 53.33%
mp-mcf -3752.97 -3752.97 yes 100.00%
pm 3430 -inf no 16.67%
rrwm 3068.58 -inf no 3.33%
sm 3756.96 -inf no 10.00%
smac 1259.04 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3752.97 -3756.98 yes 100.00%
dd-ls3 -3752.97 -3752.99 yes 100.00%
dd-ls4 -3752.97 -3753.03 yes 100.00%
fgmd -3752.97 -inf yes 100.00%
fm-bca -3752.97 -3752.97 yes 100.00%
fm -3752.97 -4049.55 yes 100.00%
fw -3752.97 -inf yes 100.00%
ga 3325.03 -inf no 10.00%
hbp -3752.97 -3780.68 yes 100.00%
ipfps 3325.03 -inf no 10.00%
ipfpu 3325.03 -inf no 10.00%
lsm 540.145 -inf no 26.67%
mp -3752.97 -3752.97 yes 100.00%
mp-fw -3752.97 -3752.97 yes 100.00%
mpm 94.2349 -inf no 53.33%
mp-mcf -3752.97 -3752.97 yes 100.00%
pm 3430 -inf no 16.67%
rrwm 3068.58 -inf no 3.33%
sm 3756.96 -inf no 10.00%
smac 1259.04 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3752.97 -3756.98 yes 100.00%
dd-ls3 -3752.97 -3752.99 yes 100.00%
dd-ls4 -3752.97 -3753.03 yes 100.00%
fgmd -3752.97 -inf yes 100.00%
fm-bca -3752.97 -3752.97 yes 100.00%
fm -3752.97 -4049.55 yes 100.00%
fw -3752.97 -inf yes 100.00%
ga 3325.03 -inf no 10.00%
hbp -3752.97 -3780.68 yes 100.00%
ipfps 3325.03 -inf no 10.00%
ipfpu 3325.03 -inf no 10.00%
lsm 540.145 -inf no 26.67%
mp -3752.97 -3752.97 yes 100.00%
mp-fw -3752.97 -3752.97 yes 100.00%
mpm 94.2349 -inf no 53.33%
mp-mcf -3752.97 -3752.97 yes 100.00%
pm 3430 -inf no 16.67%
rrwm 3068.58 -inf no 3.33%
sm 3756.96 -inf no 10.00%
smac 1259.04 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: