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: