A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms30”

This page shows the benchmarks results for the dataset instance “worms30”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -49775.9.

Run time 1s

method value bound optimal accuracy
dd-ls0 55754.5 -158118 no 30.95%
dd-ls3 60554 -155416 no 26.36%
dd-ls4 61507.9 -155179 no 25.21%
fgmd inf -inf no
fm-bca -49775.9 -49793.6 yes 91.98%
fm -49775.9 -55688.3 yes 91.98%
fw -49111.5 -inf no 89.11%
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 49791.8 -144266 no 25.79%
dd-ls3 52704.7 -138810 no 22.35%
dd-ls4 61507.9 -149453 no 25.21%
fgmd inf -inf no
fm-bca -49775.9 -49785.3 yes 91.98%
fm -49775.9 -55688.3 yes 91.98%
fw -49638.8 -inf no 91.12%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49763.8 -49787.8 yes 91.69%
mp-fw inf -50702.3 no 0.00%
mpm inf -inf no
mp-mcf -49681.7 -49831.6 no 91.98%
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 -13423.9 -57112.3 no 63.61%
dd-ls3 3468.01 -66942.1 no 51.86%
dd-ls4 30789.2 -106850 no 39.26%
fgmd inf -inf no
fm-bca -49775.9 -49785.2 yes 91.98%
fm -49775.9 -55688.3 yes 91.98%
fw -49638.8 -inf no 91.12%
ga inf -inf no
hbp inf -inf no
ipfps -1608.37 -inf no 2.29%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -49763.8 -49787.6 yes 91.69%
mp-fw -49753.8 -49881 yes 92.84%
mpm inf -inf no
mp-mcf -49681.7 -49819.1 no 91.98%
pm inf -inf no
rrwm inf -inf no
sm -6424.76 -inf no 6.02%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -47371.7 -49856.5 no 91.98%
dd-ls3 -46575.8 -49971.7 no 90.54%
dd-ls4 -931.837 -69995 no 53.30%
fgmd inf -inf no
fm-bca -49775.9 -49785.2 yes 91.98%
fm -49775.9 -55688.3 yes 91.98%
fw -49638.8 -inf no 91.12%
ga inf -inf no
hbp inf -inf no
ipfps -1608.37 -inf no 2.29%
ipfpu 0 -inf no 0.00%
lsm 920090 -inf no 0.00%
mp -49763.8 -49787.6 yes 91.69%
mp-fw -49765 -49844.8 yes 91.98%
mpm inf -inf no
mp-mcf -49681.7 -49816.5 no 91.98%
pm inf -inf no
rrwm inf -inf no
sm -6424.76 -inf no 6.02%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: