A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “house-dense82”

This page shows the benchmarks results for the dataset instance “house-dense82”. We consider solutions as optimal if the objective value is within a 0.1% range of the known optimum -3806.95.

Run time 1s

method value bound optimal accuracy
dd-ls0 -3806.95 -3807.63 yes 100.00%
dd-ls3 -3806.95 -3807 yes 100.00%
dd-ls4 -3806.95 -3815.32 yes 100.00%
fgmd inf -inf no
fm-bca -3806.95 -3806.95 yes 100.00%
fm -3806.95 -4063.37 yes 100.00%
fw -3806.95 -inf yes 100.00%
ga 3038.86 -inf no 6.67%
hbp -3806.95 -3832.13 yes 100.00%
ipfps 2994.34 -inf no 6.67%
ipfpu 2994.34 -inf no 6.67%
lsm inf -inf no
mp -3806.95 -3806.95 yes 100.00%
mp-fw -3806.95 -3834.78 yes 100.00%
mpm 393.792 -inf no 63.33%
mp-mcf -3806.95 -3819.88 yes 100.00%
pm 2850.46 -inf no 13.33%
rrwm 2198.74 -inf no 10.00%
sm 3594.22 -inf no 10.00%
smac 1948.34 -inf no 33.33%

Run time 10s

method value bound optimal accuracy
dd-ls0 -3806.95 -3807.63 yes 100.00%
dd-ls3 -3806.95 -3807 yes 100.00%
dd-ls4 -3806.95 -3807.04 yes 100.00%
fgmd inf -inf no
fm-bca -3806.95 -3806.95 yes 100.00%
fm -3806.95 -4063.37 yes 100.00%
fw -3806.95 -inf yes 100.00%
ga 3038.86 -inf no 6.67%
hbp -3806.95 -3832.13 yes 100.00%
ipfps 2994.34 -inf no 6.67%
ipfpu 2994.34 -inf no 6.67%
lsm 2915.74 -inf no 10.00%
mp -3806.95 -3806.95 yes 100.00%
mp-fw -3806.95 -3806.95 yes 100.00%
mpm 393.792 -inf no 63.33%
mp-mcf -3806.95 -3806.95 yes 100.00%
pm 2850.46 -inf no 13.33%
rrwm 2198.74 -inf no 10.00%
sm 3594.22 -inf no 10.00%
smac 1948.34 -inf no 33.33%

Run time 100s

method value bound optimal accuracy
dd-ls0 -3806.95 -3807.63 yes 100.00%
dd-ls3 -3806.95 -3807 yes 100.00%
dd-ls4 -3806.95 -3807.04 yes 100.00%
fgmd -3806.95 -inf yes 100.00%
fm-bca -3806.95 -3806.95 yes 100.00%
fm -3806.95 -4063.37 yes 100.00%
fw -3806.95 -inf yes 100.00%
ga 3038.86 -inf no 6.67%
hbp -3806.95 -3832.13 yes 100.00%
ipfps 2994.34 -inf no 6.67%
ipfpu 2994.34 -inf no 6.67%
lsm 2915.74 -inf no 10.00%
mp -3806.95 -3806.95 yes 100.00%
mp-fw -3806.95 -3806.95 yes 100.00%
mpm 393.792 -inf no 63.33%
mp-mcf -3806.95 -3806.95 yes 100.00%
pm 2850.46 -inf no 13.33%
rrwm 2198.74 -inf no 10.00%
sm 3594.22 -inf no 10.00%
smac 1948.34 -inf no 33.33%

Run time 300s

method value bound optimal accuracy
dd-ls0 -3806.95 -3807.63 yes 100.00%
dd-ls3 -3806.95 -3807 yes 100.00%
dd-ls4 -3806.95 -3807.04 yes 100.00%
fgmd -3806.95 -inf yes 100.00%
fm-bca -3806.95 -3806.95 yes 100.00%
fm -3806.95 -4063.37 yes 100.00%
fw -3806.95 -inf yes 100.00%
ga 3038.86 -inf no 6.67%
hbp -3806.95 -3832.13 yes 100.00%
ipfps 2994.34 -inf no 6.67%
ipfpu 2994.34 -inf no 6.67%
lsm 2915.74 -inf no 10.00%
mp -3806.95 -3806.95 yes 100.00%
mp-fw -3806.95 -3806.95 yes 100.00%
mpm 393.792 -inf no 63.33%
mp-mcf -3806.95 -3806.95 yes 100.00%
pm 2850.46 -inf no 13.33%
rrwm 2198.74 -inf no 10.00%
sm 3594.22 -inf no 10.00%
smac 1948.34 -inf no 33.33%

Other Results for this Dataset

Accumulated results for whole dataset: house-dense

Results for individual instances of the dataset: