A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs1”

This page shows the benchmarks results for the dataset instance “pairs1”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -61947.3 -77321.4 unknown 32.77%
dd-ls3 -62263.5 -76812 unknown 32.49%
dd-ls4 -62105.7 -76928.8 unknown 32.49%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -64804.3 -78583.9 unknown 35.29%
fw -65745.9 -inf unknown 37.25%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu inf -inf unknown –
lsm inf -inf unknown –
mp inf -inf unknown –
mp-fw inf -inf unknown –
mpm inf -inf unknown –
mp-mcf inf -inf unknown –
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 -61947.3 -74506.2 unknown 32.77%
dd-ls3 -62263.5 -74661.6 unknown 32.49%
dd-ls4 -62105.7 -74891.9 unknown 32.49%
fgmd inf -inf unknown –
fm-bca -65647.3 -72232.4 unknown 39.50%
fm -65412.7 -78583.9 unknown 35.29%
fw -65840.1 -inf unknown 39.22%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -37007.5 -inf unknown 5.32%
lsm inf -inf unknown –
mp -63702.2 -69599.3 unknown 49.86%
mp-fw inf -72988.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -63627.3 -69581.5 unknown 49.30%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac 0 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -61947.3 -67896.6 unknown 32.77%
dd-ls3 -62263.5 -68671.8 unknown 32.49%
dd-ls4 -62105.7 -71766.1 unknown 32.49%
fgmd inf -inf unknown –
fm-bca -66011.2 -71062 unknown 43.70%
fm -65836.5 -78583.9 unknown 39.50%
fw -65852.1 -inf unknown 40.62%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -36834.6 -inf unknown 5.04%
ipfpu -37007.5 -inf unknown 5.32%
lsm inf -inf unknown –
mp -63702.2 -69500.9 unknown 49.86%
mp-fw inf -72988.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -63743.1 -69336.1 unknown 51.26%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm 0 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -62323.6 -67599.2 unknown 52.94%
dd-ls3 -64038.6 -67057.6 unknown 54.34%
dd-ls4 -62105.7 -67893.8 unknown 32.49%
fgmd inf -inf unknown –
fm-bca -66161 -70975 unknown 46.78%
fm -66019.4 -78583.9 unknown 42.58%
fw -65852.1 -inf unknown 40.62%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -36834.6 -inf unknown 5.04%
ipfpu -37007.5 -inf unknown 5.32%
lsm inf -inf unknown –
mp -63702.2 -69495.3 unknown 49.86%
mp-fw -66097.7 -71047.6 unknown 42.58%
mpm inf -inf unknown –
mp-mcf -63743.1 -68858.2 unknown 51.26%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm 0 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: