A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense93”

This page shows the benchmarks results for the dataset instance “house-dense93”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3787.76.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3787.76 -3788.06 yes 100.00%
dd-ls3 -3787.76 -3787.87 yes 100.00%
dd-ls4 -3787.76 -3797.4 yes 100.00%
fgmd inf -inf no
fm-bca -3787.76 -3787.76 yes 100.00%
fm -3787.76 -4067.71 yes 100.00%
fw -3787.76 -inf yes 100.00%
ga 3552 -inf no 6.67%
hbp -3787.76 -3811.85 yes 100.00%
ipfps 3552 -inf no 6.67%
ipfpu 3552 -inf no 6.67%
lsm inf -inf no
mp -3787.76 -3787.76 yes 100.00%
mp-fw -3787.76 -3849.93 yes 100.00%
mpm 1772.14 -inf no 53.33%
mp-mcf -3580.27 -3845.39 no 90.00%
pm 3435.32 -inf no 20.00%
rrwm 3245 -inf no 3.33%
sm 3911.43 -inf no 6.67%
smac 1957.3 -inf no 30.00%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3787.76 -3788.06 yes 100.00%
dd-ls3 -3787.76 -3787.87 yes 100.00%
dd-ls4 -3787.76 -3788.39 yes 100.00%
fgmd inf -inf no
fm-bca -3787.76 -3787.76 yes 100.00%
fm -3787.76 -4067.71 yes 100.00%
fw -3787.76 -inf yes 100.00%
ga 3552 -inf no 6.67%
hbp -3787.76 -3811.85 yes 100.00%
ipfps 3552 -inf no 6.67%
ipfpu 3552 -inf no 6.67%
lsm 1164.97 -inf no 23.33%
mp -3787.76 -3787.76 yes 100.00%
mp-fw -3787.76 -3805.32 yes 100.00%
mpm 1772.14 -inf no 53.33%
mp-mcf -3580.27 -3789.85 no 90.00%
pm 3435.32 -inf no 20.00%
rrwm 3245 -inf no 3.33%
sm 3911.43 -inf no 6.67%
smac 1957.3 -inf no 30.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3787.76 -3788.06 yes 100.00%
dd-ls3 -3787.76 -3787.87 yes 100.00%
dd-ls4 -3787.76 -3788.39 yes 100.00%
fgmd -3787.76 -inf yes 100.00%
fm-bca -3787.76 -3787.76 yes 100.00%
fm -3787.76 -4067.71 yes 100.00%
fw -3787.76 -inf yes 100.00%
ga 3552 -inf no 6.67%
hbp -3787.76 -3811.85 yes 100.00%
ipfps 3552 -inf no 6.67%
ipfpu 3552 -inf no 6.67%
lsm 1164.97 -inf no 23.33%
mp -3787.76 -3787.76 yes 100.00%
mp-fw -3787.76 -3787.76 yes 100.00%
mpm 1772.14 -inf no 53.33%
mp-mcf -3787.76 -3787.76 yes 100.00%
pm 3435.32 -inf no 20.00%
rrwm 3245 -inf no 3.33%
sm 3911.43 -inf no 6.67%
smac 1957.3 -inf no 30.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3787.76 -3788.06 yes 100.00%
dd-ls3 -3787.76 -3787.87 yes 100.00%
dd-ls4 -3787.76 -3788.39 yes 100.00%
fgmd -3787.76 -inf yes 100.00%
fm-bca -3787.76 -3787.76 yes 100.00%
fm -3787.76 -4067.71 yes 100.00%
fw -3787.76 -inf yes 100.00%
ga 3552 -inf no 6.67%
hbp -3787.76 -3811.85 yes 100.00%
ipfps 3552 -inf no 6.67%
ipfpu 3552 -inf no 6.67%
lsm 1164.97 -inf no 23.33%
mp -3787.76 -3787.76 yes 100.00%
mp-fw -3787.76 -3787.76 yes 100.00%
mpm 1772.14 -inf no 53.33%
mp-mcf -3787.76 -3787.76 yes 100.00%
pm 3435.32 -inf no 20.00%
rrwm 3245 -inf no 3.33%
sm 3911.43 -inf no 6.67%
smac 1957.3 -inf no 30.00%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: