A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense27”

This page shows the benchmarks results for the dataset instance “house-dense27”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3759.36.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3759.36 -3759.51 yes 100.00%
dd-ls3 -3759.36 -3760.26 yes 100.00%
dd-ls4 -3759.36 -3801.68 yes 100.00%
fgmd inf -inf no
fm-bca -3759.36 -3763.19 yes 100.00%
fm -3759.36 -4101.04 yes 100.00%
fw -3759.36 -inf yes 100.00%
ga 3735.03 -inf no 10.00%
hbp -3759.36 -3787.5 yes 100.00%
ipfps 3699.88 -inf no 10.00%
ipfpu 3699.88 -inf no 10.00%
lsm inf -inf no
mp -3759.36 -3761.11 yes 100.00%
mp-fw -3759.36 -3838.18 yes 100.00%
mpm 2805.23 -inf no 46.67%
mp-mcf -3483.97 -3830.43 no 86.67%
pm 3148.65 -inf no 20.00%
rrwm 3224.87 -inf no 6.67%
sm 3660.71 -inf no 13.33%
smac 3272.06 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3759.36 -3759.51 yes 100.00%
dd-ls3 -3759.36 -3760.26 yes 100.00%
dd-ls4 -3759.36 -3759.42 yes 100.00%
fgmd inf -inf no
fm-bca -3759.36 -3759.36 yes 100.00%
fm -3759.36 -4101.04 yes 100.00%
fw -3759.36 -inf yes 100.00%
ga 3735.03 -inf no 10.00%
hbp -3759.36 -3787.5 yes 100.00%
ipfps 3699.88 -inf no 10.00%
ipfpu 3699.88 -inf no 10.00%
lsm 1344.8 -inf no 33.33%
mp -3759.36 -3759.36 yes 100.00%
mp-fw -3759.36 -3770.56 yes 100.00%
mpm 2805.23 -inf no 46.67%
mp-mcf -3759.36 -3761.39 yes 100.00%
pm 3148.65 -inf no 20.00%
rrwm 3224.87 -inf no 6.67%
sm 3660.71 -inf no 13.33%
smac 3272.06 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3759.36 -3759.51 yes 100.00%
dd-ls3 -3759.36 -3760.26 yes 100.00%
dd-ls4 -3759.36 -3759.42 yes 100.00%
fgmd -3759.36 -inf yes 100.00%
fm-bca -3759.36 -3759.36 yes 100.00%
fm -3759.36 -4101.04 yes 100.00%
fw -3759.36 -inf yes 100.00%
ga 3735.03 -inf no 10.00%
hbp -3759.36 -3787.5 yes 100.00%
ipfps 3699.88 -inf no 10.00%
ipfpu 3699.88 -inf no 10.00%
lsm 1344.8 -inf no 33.33%
mp -3759.36 -3759.36 yes 100.00%
mp-fw -3759.36 -3759.36 yes 100.00%
mpm 2805.23 -inf no 46.67%
mp-mcf -3759.36 -3759.36 yes 100.00%
pm 3148.65 -inf no 20.00%
rrwm 3224.87 -inf no 6.67%
sm 3660.71 -inf no 13.33%
smac 3272.06 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3759.36 -3759.51 yes 100.00%
dd-ls3 -3759.36 -3760.26 yes 100.00%
dd-ls4 -3759.36 -3759.42 yes 100.00%
fgmd -3759.36 -inf yes 100.00%
fm-bca -3759.36 -3759.36 yes 100.00%
fm -3759.36 -4101.04 yes 100.00%
fw -3759.36 -inf yes 100.00%
ga 3735.03 -inf no 10.00%
hbp -3759.36 -3787.5 yes 100.00%
ipfps 3699.88 -inf no 10.00%
ipfpu 3699.88 -inf no 10.00%
lsm 1344.8 -inf no 33.33%
mp -3759.36 -3759.36 yes 100.00%
mp-fw -3759.36 -3759.36 yes 100.00%
mpm 2805.23 -inf no 46.67%
mp-mcf -3759.36 -3759.36 yes 100.00%
pm 3148.65 -inf no 20.00%
rrwm 3224.87 -inf no 6.67%
sm 3660.71 -inf no 13.33%
smac 3272.06 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: