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: