A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms20”

This page shows the benchmarks results for the dataset instance “worms20”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49416.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 60024.7 -161798 no 28.41%
dd-ls3 71066.5 -157925 no 28.12%
dd-ls4 66519.9 -157575 no 28.12%
fgmd inf -inf no –
fm-bca -49413.1 -49489.9 yes 93.04%
fm -49415.7 -55870.2 yes 93.04%
fw -47628.1 -inf no 86.38%
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 43919.6 -148100 no 26.96%
dd-ls3 44489.8 -144088 no 29.28%
dd-ls4 57861.3 -151836 no 26.67%
fgmd inf -inf no –
fm-bca -49413.1 -49485.4 yes 93.04%
fm -49416.5 -55870.2 yes 93.04%
fw -49314 -inf no 92.46%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49346.4 -49452.1 no 93.04%
mp-fw inf -50591.6 no 0.00%
mpm inf -inf no –
mp-mcf -49131.9 -49502.6 no 92.46%
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 -9851.35 -57720.1 no 66.09%
dd-ls3 10820.9 -74519.7 no 40.87%
dd-ls4 30402.4 -105119 no 35.07%
fgmd inf -inf no –
fm-bca -49413.1 -49485.4 yes 93.04%
fm -49416.5 -55870.2 yes 93.04%
fw -49316.3 -inf no 92.46%
ga inf -inf no –
hbp inf -inf no –
ipfps -1068.28 -inf no 1.74%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49346.4 -49452.1 no 93.04%
mp-fw -49413.1 -49537.8 yes 93.04%
mpm inf -inf no –
mp-mcf -49231.1 -49478.9 no 92.46%
pm inf -inf no –
rrwm inf -inf no –
sm -7249.14 -inf no 8.12%
smac 53630.4 -inf no 8.99%

Run time 300s

method value bound optimal accuracy
dd-ls0 -44546.7 -49660.4 no 90.72%
dd-ls3 -41385.2 -49945.5 no 88.41%
dd-ls4 7247.31 -73530.7 no 51.59%
fgmd inf -inf no –
fm-bca -49416.5 -49485.4 yes 93.04%
fm -49416.5 -55870.2 yes 93.04%
fw -49316.3 -inf no 92.46%
ga inf -inf no –
hbp inf -inf no –
ipfps -1068.28 -inf no 1.74%
ipfpu 0 -inf no 0.00%
lsm 870027 -inf no 0.00%
mp -49346.4 -49452.1 no 93.04%
mp-fw -49413.1 -49514 yes 93.04%
mpm inf -inf no –
mp-mcf -49311.3 -49473.6 no 92.75%
pm inf -inf no –
rrwm inf -inf no –
sm -7249.14 -inf no 8.12%
smac 53630.4 -inf no 8.99%

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: