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: