A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms3”

This page shows the benchmarks results for the dataset instance “worms3”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -50553.9.

Run time 1s

method value bound optimal accuracy
dd-ls0 53047.3 -173822 no 27.75%
dd-ls3 61202.9 -170465 no 26.30%
dd-ls4 66988.1 -170421 no 28.03%
fgmd inf -inf no –
fm-bca -50553.9 -50561.7 yes 95.66%
fm -50553.6 -55906 yes 95.66%
fw -50046.4 -inf no 92.77%
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 49126.7 -160264 no 20.23%
dd-ls3 48226.2 -152378 no 28.03%
dd-ls4 55424.8 -164501 no 26.30%
fgmd inf -inf no –
fm-bca -50553.9 -50557.1 yes 95.66%
fm -50553.6 -55906 yes 95.66%
fw -50526.7 -inf yes 95.66%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50546.7 -50556.7 yes 95.66%
mp-fw inf -51430.9 no 0.00%
mpm inf -inf no –
mp-mcf -50379.2 -50607.8 no 95.09%
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 -14669.3 -59718 no 66.47%
dd-ls3 4773.89 -78354.8 no 50.29%
dd-ls4 25801.4 -121299 no 34.10%
fgmd inf -inf no –
fm-bca -50553.9 -50557.1 yes 95.66%
fm -50553.6 -55906 yes 95.66%
fw -50526.7 -inf yes 95.66%
ga inf -inf no –
hbp inf -inf no –
ipfps -1218.41 -inf no 1.45%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50553.4 -50556.5 yes 95.66%
mp-fw -50541 -50639.3 yes 95.95%
mpm inf -inf no –
mp-mcf -50379.2 -50599.9 no 95.09%
pm inf -inf no –
rrwm inf -inf no –
sm -6774.04 -inf no 8.09%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -49392.3 -50635.2 no 94.51%
dd-ls3 -46215.1 -50798.7 no 93.64%
dd-ls4 5308.95 -81866.8 no 44.80%
fgmd inf -inf no –
fm-bca -50553.9 -50557.1 yes 95.66%
fm -50553.6 -55906 yes 95.66%
fw -50526.7 -inf yes 95.66%
ga inf -inf no –
hbp inf -inf no –
ipfps -1218.41 -inf no 1.45%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -50553.4 -50556.5 yes 95.66%
mp-fw -50548.1 -50619.9 yes 95.95%
mpm inf -inf no –
mp-mcf -50379.2 -50598 no 95.09%
pm inf -inf no –
rrwm inf -inf no –
sm -6774.04 -inf no 8.09%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: