A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs7”

This page shows the benchmarks results for the dataset instance “pairs7”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -59061.7 -73899 unknown 26.97%
dd-ls3 -58925.7 -73560.9 unknown 25.28%
dd-ls4 -59524.4 -73433.6 unknown 26.69%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -62502 -72230.7 unknown 34.83%
fw -63033.7 -inf unknown 36.52%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu inf -inf unknown –
lsm inf -inf unknown –
mp inf -69060.9 unknown 0.00%
mp-fw inf -68985.7 unknown 0.00%
mpm inf -inf unknown –
mp-mcf inf -68985.7 unknown 0.00%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac inf -inf unknown –

Run time 10s

method value bound optimal accuracy
dd-ls0 -59061.7 -70773 unknown 26.97%
dd-ls3 -58925.7 -70927.8 unknown 25.28%
dd-ls4 -59524.4 -71766.5 unknown 26.69%
fgmd inf -inf unknown –
fm-bca -63117.4 -66536.5 unknown 38.20%
fm -63000.1 -72230.7 unknown 36.80%
fw -63095.2 -inf unknown 36.24%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -32453.7 -inf unknown 3.37%
lsm inf -inf unknown –
mp -61214 -65836.3 unknown 37.92%
mp-fw inf -68985.7 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -60827.8 -65901.3 unknown 36.80%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac -357.402 -inf unknown 0.28%

Run time 100s

method value bound optimal accuracy
dd-ls0 -59061.7 -65028.2 unknown 26.97%
dd-ls3 -58925.7 -65232.3 unknown 25.28%
dd-ls4 -59524.4 -67854.5 unknown 26.69%
fgmd inf -inf unknown –
fm-bca -63199.8 -65749.2 unknown 37.92%
fm -63141.5 -72230.7 unknown 37.36%
fw -63139.2 -inf unknown 37.08%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -31356.1 -inf unknown 3.09%
ipfpu -32453.7 -inf unknown 3.37%
lsm inf -inf unknown –
mp -61214 -65729.1 unknown 37.92%
mp-fw inf -68985.7 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -60898 -65578.7 unknown 37.36%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -129.97 -inf unknown 0.00%
smac -357.402 -inf unknown 0.28%

Run time 300s

method value bound optimal accuracy
dd-ls0 -59352.6 -64788.3 unknown 38.48%
dd-ls3 -61058.2 -64157.9 unknown 37.36%
dd-ls4 -59524.4 -64981.1 unknown 26.69%
fgmd inf -inf unknown –
fm-bca -63199.8 -65690.4 unknown 37.92%
fm -63190.7 -72230.7 unknown 37.08%
fw -63139.2 -inf unknown 37.08%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -31356.1 -inf unknown 3.09%
ipfpu -32453.7 -inf unknown 3.37%
lsm inf -inf unknown –
mp -61214 -65718.3 unknown 37.92%
mp-fw -62973.6 -66750.4 unknown 36.80%
mpm inf -inf unknown –
mp-mcf -60898 -65265.7 unknown 37.36%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -129.97 -inf unknown 0.00%
smac -357.402 -inf unknown 0.28%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: