A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms28”

This page shows the benchmarks results for the dataset instance “worms28”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49497.1.

Run time 1s

method value bound optimal accuracy
dd-ls0 41585.8 -178399 no 26.00%
dd-ls3 38388.4 -173631 no 20.29%
dd-ls4 43627.4 -173670 no 23.71%
fgmd inf -inf no
fm-bca -49496.6 -49509.2 yes 91.14%
fm -49493.8 -55815.1 yes 91.14%
fw -47983.3 -inf no 76.57%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu inf -inf no
lsm inf -inf no
mp inf -inf no
mp-fw inf -inf no
mpm inf -inf no
mp-mcf inf -inf no
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 10s

method value bound optimal accuracy
dd-ls0 39233.5 -159716 no 25.71%
dd-ls3 38388.4 -157613 no 20.29%
dd-ls4 43627.4 -166876 no 23.71%
fgmd inf -inf no
fm-bca -49497.1 -49502.7 yes 91.14%
fm -49497.1 -55815.1 yes 91.14%
fw -48519.6 -inf no 78.57%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49434 -49502.8 no 91.71%
mp-fw inf -50638.4 no 0.00%
mpm inf -inf no
mp-mcf -49361.1 -49574 no 90.57%
pm inf -inf no
rrwm inf -inf no
sm inf -inf no
smac inf -inf no

Run time 100s

method value bound optimal accuracy
dd-ls0 -5685.19 -65943.4 no 57.14%
dd-ls3 -918.006 -77399.4 no 47.14%
dd-ls4 19857.4 -116489 no 32.00%
fgmd inf -inf no
fm-bca -49497.1 -49502.7 yes 91.14%
fm -49497.1 -55815.1 yes 91.14%
fw -48521 -inf no 78.57%
ga inf -inf no
hbp inf -inf no
ipfps -959.587 -inf no 1.43%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49464 -49502.7 yes 90.86%
mp-fw -49440.9 -49717.2 no 89.14%
mpm inf -inf no
mp-mcf -49362.4 -49562.2 no 90.57%
pm inf -inf no
rrwm inf -inf no
sm -7207.69 -inf no 8.00%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -47484.3 -49623.8 no 90.57%
dd-ls3 -43379.3 -50000.6 no 84.00%
dd-ls4 5271.98 -81598.7 no 42.29%
fgmd inf -inf no
fm-bca -49497.1 -49502.7 yes 91.14%
fm -49497.1 -55815.1 yes 91.14%
fw -48521 -inf no 78.57%
ga inf -inf no
hbp inf -inf no
ipfps -959.587 -inf no 1.43%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49464 -49502.7 yes 90.86%
mp-fw -49490.6 -49595.6 yes 91.43%
mpm inf -inf no
mp-mcf -49365.7 -49558.2 no 91.14%
pm inf -inf no
rrwm inf -inf no
sm -7207.69 -inf no 8.00%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: