A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms8”

This page shows the benchmarks results for the dataset instance “worms8”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49244.

Run time 1s

method value bound optimal accuracy
dd-ls0 65145.6 -154953 no 31.12%
dd-ls3 67491.3 -152520 no 27.38%
dd-ls4 74562.1 -152416 no 24.21%
fgmd inf -inf no –
fm-bca -49237.6 -49299.1 yes 92.51%
fm -49241.2 -55697.2 yes 91.35%
fw -47810.7 -inf no 89.05%
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 55801.6 -139172 no 26.80%
dd-ls3 52551.5 -137148 no 25.36%
dd-ls4 73539.9 -145843 no 27.67%
fgmd inf -inf no –
fm-bca -49242.2 -49290.3 yes 91.64%
fm -49241.2 -55697.2 yes 91.35%
fw -49142.7 -inf no 91.93%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49228.3 -49289.8 yes 92.22%
mp-fw inf -50483.5 no 0.00%
mpm inf -inf no –
mp-mcf -49141.7 -49356.8 no 92.51%
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 -5264.54 -55513.2 no 62.54%
dd-ls3 4654.49 -65764.5 no 61.38%
dd-ls4 37916.7 -102077 no 35.16%
fgmd inf -inf no –
fm-bca -49242.4 -49290.3 yes 91.35%
fm -49241.2 -55697.2 yes 91.35%
fw -49142.7 -inf no 91.93%
ga inf -inf no –
hbp inf -inf no –
ipfps -1223.38 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -49228.3 -49289.4 yes 92.22%
mp-fw -49230.2 -49503.2 yes 92.51%
mpm inf -inf no –
mp-mcf -49141.7 -49345.6 no 92.51%
pm inf -inf no –
rrwm inf -inf no –
sm -6102.85 -inf no 6.05%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -48177.5 -49356.5 no 90.78%
dd-ls3 -47103.3 -49371.2 no 91.07%
dd-ls4 13330.1 -72848.5 no 44.38%
fgmd inf -inf no –
fm-bca -49242.4 -49290.3 yes 91.35%
fm -49241.2 -55697.2 yes 91.35%
fw -49142.7 -inf no 91.93%
ga inf -inf no –
hbp inf -inf no –
ipfps -1223.38 -inf no 1.15%
ipfpu 0 -inf no 0.00%
lsm 985582 -inf no 0.00%
mp -49228.3 -49289.4 yes 92.22%
mp-fw -49235.2 -49405.5 yes 92.80%
mpm inf -inf no –
mp-mcf -49161 -49341.5 no 92.80%
pm inf -inf no –
rrwm inf -inf no –
sm -6102.85 -inf no 6.05%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: