A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense55”

This page shows the benchmarks results for the dataset instance “house-dense55”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3809.38.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3809.38 -3810.72 yes 100.00%
dd-ls3 -3809.38 -3809.59 yes 100.00%
dd-ls4 -3809.38 -3819.71 yes 100.00%
fgmd inf -inf no
fm-bca -3809.38 -3809.38 yes 100.00%
fm -3809.38 -4093.41 yes 100.00%
fw -3809.38 -inf yes 100.00%
ga 3289.78 -inf no 10.00%
hbp -3809.38 -3834.75 yes 100.00%
ipfps 3595.16 -inf no 13.33%
ipfpu 3595.16 -inf no 13.33%
lsm inf -inf no
mp -3809.38 -3809.38 yes 100.00%
mp-fw -3809.38 -3844.5 yes 100.00%
mpm -478.719 -inf no 66.67%
mp-mcf -3809.38 -3836.26 yes 100.00%
pm 3245.04 -inf no 16.67%
rrwm 3016.27 -inf no 16.67%
sm 3568.08 -inf no 6.67%
smac 4337.05 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3809.38 -3810.72 yes 100.00%
dd-ls3 -3809.38 -3809.59 yes 100.00%
dd-ls4 -3809.38 -3813.02 yes 100.00%
fgmd inf -inf no
fm-bca -3809.38 -3809.38 yes 100.00%
fm -3809.38 -4093.41 yes 100.00%
fw -3809.38 -inf yes 100.00%
ga 3289.78 -inf no 10.00%
hbp -3809.38 -3834.75 yes 100.00%
ipfps 3595.16 -inf no 13.33%
ipfpu 3595.16 -inf no 13.33%
lsm 3631.51 -inf no 13.33%
mp -3809.38 -3809.38 yes 100.00%
mp-fw -3809.38 -3818.04 yes 100.00%
mpm -478.719 -inf no 66.67%
mp-mcf -3809.38 -3813.04 yes 100.00%
pm 3245.04 -inf no 16.67%
rrwm 3016.27 -inf no 16.67%
sm 3568.08 -inf no 6.67%
smac 4337.05 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3809.38 -3810.72 yes 100.00%
dd-ls3 -3809.38 -3809.59 yes 100.00%
dd-ls4 -3809.38 -3813.02 yes 100.00%
fgmd -2539.84 -inf no 46.67%
fm-bca -3809.38 -3809.38 yes 100.00%
fm -3809.38 -4093.41 yes 100.00%
fw -3809.38 -inf yes 100.00%
ga 3289.78 -inf no 10.00%
hbp -3809.38 -3834.75 yes 100.00%
ipfps 3595.16 -inf no 13.33%
ipfpu 3595.16 -inf no 13.33%
lsm 3631.51 -inf no 13.33%
mp -3809.38 -3809.38 yes 100.00%
mp-fw -3809.38 -3809.38 yes 100.00%
mpm -478.719 -inf no 66.67%
mp-mcf -3809.38 -3809.38 yes 100.00%
pm 3245.04 -inf no 16.67%
rrwm 3016.27 -inf no 16.67%
sm 3568.08 -inf no 6.67%
smac 4337.05 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3809.38 -3810.72 yes 100.00%
dd-ls3 -3809.38 -3809.59 yes 100.00%
dd-ls4 -3809.38 -3813.02 yes 100.00%
fgmd -2539.84 -inf no 46.67%
fm-bca -3809.38 -3809.38 yes 100.00%
fm -3809.38 -4093.41 yes 100.00%
fw -3809.38 -inf yes 100.00%
ga 3289.78 -inf no 10.00%
hbp -3809.38 -3834.75 yes 100.00%
ipfps 3595.16 -inf no 13.33%
ipfpu 3595.16 -inf no 13.33%
lsm 3631.51 -inf no 13.33%
mp -3809.38 -3809.38 yes 100.00%
mp-fw -3809.38 -3809.38 yes 100.00%
mpm -478.719 -inf no 66.67%
mp-mcf -3809.38 -3809.38 yes 100.00%
pm 3245.04 -inf no 16.67%
rrwm 3016.27 -inf no 16.67%
sm 3568.08 -inf no 6.67%
smac 4337.05 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: