A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms17”

This page shows the benchmarks results for the dataset instance “worms17”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -48071.9.

Run time 1s

method value bound optimal accuracy
dd-ls0 66206.5 -168294 no 21.99%
dd-ls3 68896.1 -165663 no 22.59%
dd-ls4 77486.1 -165425 no 19.58%
fgmd inf -inf no –
fm-bca -48071.4 -48093.6 yes 90.66%
fm -48070.4 -55803.3 yes 91.27%
fw -45321.2 -inf no 71.69%
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 44967.8 -151006 no 22.59%
dd-ls3 53728.5 -148568 no 23.49%
dd-ls4 65087.3 -158430 no 24.10%
fgmd inf -inf no –
fm-bca -48071.9 -48083.5 yes 90.66%
fm -48070.4 -55803.3 yes 91.27%
fw -46595.8 -inf no 77.71%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -48055.8 -48084.2 yes 91.27%
mp-fw inf -49429.6 no 0.00%
mpm inf -inf no –
mp-mcf -47928.4 -48156.3 no 91.27%
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 -175.694 -58679 no 57.53%
dd-ls3 15344.9 -70905.2 no 43.98%
dd-ls4 28209.8 -106780 no 35.54%
fgmd inf -inf no –
fm-bca -48071.9 -48083.3 yes 90.66%
fm -48070.4 -55803.3 yes 91.27%
fw -46715.3 -inf no 77.41%
ga inf -inf no –
hbp inf -inf no –
ipfps -693.513 -inf no 0.60%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -48059.1 -48084.2 yes 90.96%
mp-fw -48039 -48369.1 yes 90.66%
mpm inf -inf no –
mp-mcf -47931.7 -48139.2 no 90.96%
pm inf -inf no –
rrwm inf -inf no –
sm -5298.86 -inf no 4.82%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -44616.4 -48275.1 no 90.06%
dd-ls3 -41555 -48456 no 91.27%
dd-ls4 15948.7 -75450 no 43.37%
fgmd inf -inf no –
fm-bca -48071.9 -48083.3 yes 90.66%
fm -48070.4 -55803.3 yes 91.27%
fw -46715.3 -inf no 77.41%
ga inf -inf no –
hbp inf -inf no –
ipfps -693.513 -inf no 0.60%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -48059.1 -48084.2 yes 90.96%
mp-fw -48059.7 -48213.7 yes 90.96%
mpm inf -inf no –
mp-mcf -47931.7 -48135.8 no 90.96%
pm inf -inf no –
rrwm inf -inf no –
sm -5298.86 -inf no 4.82%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: