A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “worms1”

This page shows the benchmarks results for the dataset instance “worms1”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -46310.5.

Run time 1s

method value bound optimal accuracy
dd-ls0 65819.3 -173757 no 19.17%
dd-ls3 69164.3 -170949 no 24.78%
dd-ls4 76558.9 -171207 no 17.70%
fgmd inf -inf no
fm-bca -46309.7 -46363.4 yes 81.71%
fm -46309.2 -55683.4 yes 80.83%
fw -44283.6 -inf no 70.50%
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 59972.2 -156007 no 17.40%
dd-ls3 56781.2 -148868 no 17.99%
dd-ls4 65096.6 -159970 no 19.17%
fgmd inf -inf no
fm-bca -46310.5 -46345.5 yes 80.83%
fm -46310.5 -55683.4 yes 80.83%
fw -45065.8 -inf no 72.27%
ga inf -inf no
hbp inf -inf no
ipfps inf -inf no
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -46259.1 -46334.2 no 80.83%
mp-fw inf -48133.6 no 0.00%
mpm inf -inf no
mp-mcf -45432.4 -46499.6 no 80.24%
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 15411.1 -59032.3 no 45.72%
dd-ls3 22766.7 -73274.8 no 40.71%
dd-ls4 39393.2 -108513 no 27.73%
fgmd inf -inf no
fm-bca -46310.5 -46345.3 yes 80.83%
fm -46310.5 -55683.4 yes 80.83%
fw -45070.4 -inf no 72.27%
ga inf -inf no
hbp inf -inf no
ipfps -1081.46 -inf no 0.59%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -46259.1 -46333.2 no 80.83%
mp-fw -46180.6 -46808.3 no 77.58%
mpm inf -inf no
mp-mcf -45472.8 -46445.9 no 79.65%
pm inf -inf no
rrwm inf -inf no
sm -7067.85 -inf no 4.72%
smac inf -inf no

Run time 300s

method value bound optimal accuracy
dd-ls0 -39123.1 -46662.6 no 81.42%
dd-ls3 -35076.2 -46908.9 no 77.29%
dd-ls4 17929.4 -74358.2 no 41.00%
fgmd inf -inf no
fm-bca -46310.5 -46345.3 yes 80.83%
fm -46310.5 -55683.4 yes 80.83%
fw -45070.4 -inf no 72.27%
ga inf -inf no
hbp inf -inf no
ipfps -1081.46 -inf no 0.59%
ipfpu 0 -inf no 0.00%
lsm inf -inf no
mp -46262.5 -46333.2 no 80.53%
mp-fw -46268.2 -46555.9 yes 80.83%
mpm inf -inf no
mp-mcf -45669.5 -46429.8 no 79.65%
pm inf -inf no
rrwm inf -inf no
sm -7067.85 -inf no 4.72%
smac inf -inf no

Other Results for this Dataset

Accumulated results for whole dataset: worms

Results for individual instances of the dataset: