A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms23”

This page shows the benchmarks results for the dataset instance “worms23”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49985.7.

Run time 1s

method value bound optimal accuracy
dd-ls0 60979.1 -163344 no 27.14%
dd-ls3 63554.6 -159216 no 24.29%
dd-ls4 59701.3 -159046 no 25.14%
fgmd inf -inf no –
fm-bca -49985.7 -49989.1 yes 91.71%
fm -49985.7 -55921.2 yes 91.71%
fw -49131.2 -inf no 89.43%
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 51378.9 -147611 no 21.14%
dd-ls3 50446.5 -144417 no 26.57%
dd-ls4 51989.9 -153687 no 22.86%
fgmd inf -inf no –
fm-bca -49985.7 -49985.7 yes 91.71%
fm -49985.7 -55921.2 yes 91.71%
fw -49823.3 -inf no 90.57%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49985.7 -49985.7 yes 91.71%
mp-fw inf -50908.8 no 0.00%
mpm inf -inf no –
mp-mcf -49800.7 -50026.8 no 91.71%
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 -9110.77 -58455.8 no 60.29%
dd-ls3 9620.44 -74011.1 no 45.71%
dd-ls4 24769.6 -106954 no 39.14%
fgmd inf -inf no –
fm-bca -49985.7 -49985.7 yes 91.71%
fm -49985.7 -55921.2 yes 91.71%
fw -49823.3 -inf no 90.57%
ga inf -inf no –
hbp inf -inf no –
ipfps -1360.75 -inf no 1.14%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49985.7 -49985.7 yes 91.71%
mp-fw -49962.9 -50076.9 yes 91.14%
mpm inf -inf no –
mp-mcf -49850.7 -50020.6 no 91.71%
pm inf -inf no –
rrwm inf -inf no –
sm -5475.21 -inf no 4.86%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -48000.3 -50078.4 no 91.14%
dd-ls3 -46726.5 -50222.6 no 90.57%
dd-ls4 6497.47 -73462.4 no 47.14%
fgmd inf -inf no –
fm-bca -49985.7 -49985.7 yes 91.71%
fm -49985.7 -55921.2 yes 91.71%
fw -49823.3 -inf no 90.57%
ga inf -inf no –
hbp inf -inf no –
ipfps -1360.75 -inf no 1.14%
ipfpu 0 -inf no 0.00%
lsm 834792 -inf no 0.00%
mp -49985.7 -49985.7 yes 91.71%
mp-fw -49983 -50038.9 yes 91.71%
mpm inf -inf no –
mp-mcf -49856.4 -50018.7 no 91.71%
pm inf -inf no –
rrwm inf -inf no –
sm -5475.21 -inf no 4.86%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: