A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense96”

This page shows the benchmarks results for the dataset instance “house-dense96”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3820.84.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3820.84 -3821.81 yes 100.00%
dd-ls3 -3820.84 -3823.39 yes 100.00%
dd-ls4 -3820.84 -3821.48 yes 100.00%
fgmd inf -inf no
fm-bca -3820.84 -3820.84 yes 100.00%
fm -3820.84 -4065.05 yes 100.00%
fw -3820.84 -inf yes 100.00%
ga 2541.32 -inf no 16.67%
hbp -3820.84 -3838.92 yes 100.00%
ipfps 3054.79 -inf no 10.00%
ipfpu 3054.79 -inf no 10.00%
lsm inf -inf no
mp -3820.84 -3820.84 yes 100.00%
mp-fw -3820.84 -3835.18 yes 100.00%
mpm 343.805 -inf no 56.67%
mp-mcf -3820.84 -3828.27 yes 100.00%
pm 2646.67 -inf no 20.00%
rrwm 2254.79 -inf no 10.00%
sm 3273.52 -inf no 10.00%
smac 1153.64 -inf no 40.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3820.84 -3821.81 yes 100.00%
dd-ls3 -3820.84 -3823.39 yes 100.00%
dd-ls4 -3820.84 -3820.87 yes 100.00%
fgmd inf -inf no
fm-bca -3820.84 -3820.84 yes 100.00%
fm -3820.84 -4065.05 yes 100.00%
fw -3820.84 -inf yes 100.00%
ga 2541.32 -inf no 16.67%
hbp -3820.84 -3838.92 yes 100.00%
ipfps 3054.79 -inf no 10.00%
ipfpu 3054.79 -inf no 10.00%
lsm 3203.9 -inf no 13.33%
mp -3820.84 -3820.84 yes 100.00%
mp-fw -3820.84 -3820.84 yes 100.00%
mpm 343.805 -inf no 56.67%
mp-mcf -3820.84 -3820.84 yes 100.00%
pm 2646.67 -inf no 20.00%
rrwm 2254.79 -inf no 10.00%
sm 3273.52 -inf no 10.00%
smac 1153.64 -inf no 40.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3820.84 -3821.81 yes 100.00%
dd-ls3 -3820.84 -3823.39 yes 100.00%
dd-ls4 -3820.84 -3820.87 yes 100.00%
fgmd -3820.84 -inf yes 100.00%
fm-bca -3820.84 -3820.84 yes 100.00%
fm -3820.84 -4065.05 yes 100.00%
fw -3820.84 -inf yes 100.00%
ga 2541.32 -inf no 16.67%
hbp -3820.84 -3838.92 yes 100.00%
ipfps 3054.79 -inf no 10.00%
ipfpu 3054.79 -inf no 10.00%
lsm 3203.9 -inf no 13.33%
mp -3820.84 -3820.84 yes 100.00%
mp-fw -3820.84 -3820.84 yes 100.00%
mpm 343.805 -inf no 56.67%
mp-mcf -3820.84 -3820.84 yes 100.00%
pm 2646.67 -inf no 20.00%
rrwm 2254.79 -inf no 10.00%
sm 3273.52 -inf no 10.00%
smac 1153.64 -inf no 40.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3820.84 -3821.81 yes 100.00%
dd-ls3 -3820.84 -3823.39 yes 100.00%
dd-ls4 -3820.84 -3820.87 yes 100.00%
fgmd -3820.84 -inf yes 100.00%
fm-bca -3820.84 -3820.84 yes 100.00%
fm -3820.84 -4065.05 yes 100.00%
fw -3820.84 -inf yes 100.00%
ga 2541.32 -inf no 16.67%
hbp -3820.84 -3838.92 yes 100.00%
ipfps 3054.79 -inf no 10.00%
ipfpu 3054.79 -inf no 10.00%
lsm 3203.9 -inf no 13.33%
mp -3820.84 -3820.84 yes 100.00%
mp-fw -3820.84 -3820.84 yes 100.00%
mpm 343.805 -inf no 56.67%
mp-mcf -3820.84 -3820.84 yes 100.00%
pm 2646.67 -inf no 20.00%
rrwm 2254.79 -inf no 10.00%
sm 3273.52 -inf no 10.00%
smac 1153.64 -inf no 40.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: