A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms26”

This page shows the benchmarks results for the dataset instance “worms26”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -46119.9.

Run time 1s

method value bound optimal accuracy
dd-ls0 72480.8 -165293 no 28.12%
dd-ls3 64086.1 -160774 no 24.93%
dd-ls4 71497.6 -160936 no 26.67%
fgmd inf -inf no –
fm-bca -46111.5 -46199.3 yes 81.45%
fm -46112.5 -55774.3 yes 80.58%
fw -43893.2 -inf no 66.96%
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 57680.9 -149532 no 24.35%
dd-ls3 56580.4 -144779 no 22.32%
dd-ls4 64592.8 -152126 no 23.19%
fgmd inf -inf no –
fm-bca -46111.5 -46164.8 yes 81.45%
fm -46112.5 -55774.3 yes 80.58%
fw -45188.8 -inf no 72.17%
ga inf -inf no –
hbp inf -inf no –
ipfps inf -inf no –
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45937.9 -46170.5 no 81.16%
mp-fw inf -48222.7 no 0.00%
mpm inf -inf no –
mp-mcf -45121.7 -46335.9 no 80.29%
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 11442.5 -57407.4 no 45.51%
dd-ls3 22778.5 -68505.4 no 35.65%
dd-ls4 36726.1 -106055 no 30.72%
fgmd inf -inf no –
fm-bca -46111.6 -46159.6 yes 81.45%
fm -46119.4 -55774.3 yes 80.87%
fw -45195.7 -inf no 72.17%
ga inf -inf no –
hbp inf -inf no –
ipfps -1062.51 -inf no 1.74%
ipfpu 0 -inf no 0.00%
lsm inf -inf no –
mp -45937.9 -46163.3 no 81.16%
mp-fw -46023 -46555 no 82.03%
mpm inf -inf no –
mp-mcf -45158.6 -46283.5 no 80.58%
pm inf -inf no –
rrwm inf -inf no –
sm -6768.06 -inf no 7.54%
smac inf -inf no –

Run time 300s

method value bound optimal accuracy
dd-ls0 -40580.7 -46381.9 no 79.71%
dd-ls3 -33974.4 -46820.5 no 73.04%
dd-ls4 23598.9 -72755.7 no 35.94%
fgmd inf -inf no –
fm-bca -46111.6 -46159.6 yes 81.45%
fm -46119.4 -55774.3 yes 80.87%
fw -45195.7 -inf no 72.17%
ga inf -inf no –
hbp inf -inf no –
ipfps -1062.51 -inf no 1.74%
ipfpu 0 -inf no 0.00%
lsm 950689 -inf no 0.00%
mp -45937.9 -46161.4 no 81.16%
mp-fw -46061.5 -46391.5 no 81.45%
mpm inf -inf no –
mp-mcf -45181.4 -46277.4 no 79.71%
pm inf -inf no –
rrwm inf -inf no –
sm -6768.06 -inf no 7.54%
smac inf -inf no –

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: