A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs15”

This page shows the benchmarks results for the dataset instance “pairs15”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -57529.7 -74017.7 unknown 28.53%
dd-ls3 -57850.1 -73445.7 unknown 28.53%
dd-ls4 -57756.7 -73502.8 unknown 29.36%
fgmd inf -inf unknown
fm-bca inf -inf unknown
fm -61071 -73504.7 unknown 33.52%
fw -62291.4 -inf unknown 33.24%
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 -57529.7 -70676.6 unknown 28.53%
dd-ls3 -57850.1 -70866.5 unknown 28.53%
dd-ls4 -57756.7 -72207.2 unknown 29.36%
fgmd inf -inf unknown
fm-bca -61946.2 -66929.8 unknown 34.07%
fm -62340.6 -73504.7 unknown 39.34%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown
hbp inf -inf unknown
ipfps inf -inf unknown
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown
mp -60069.2 -65472.6 unknown 34.90%
mp-fw inf -69210.1 unknown 0.00%
mpm inf -inf unknown
mp-mcf -59858.4 -65562.7 unknown 35.46%
pm inf -inf unknown
rrwm inf -inf unknown
sm inf -inf unknown
smac -55.8141 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -57529.7 -64191.6 unknown 28.53%
dd-ls3 -57850.1 -64191.5 unknown 28.53%
dd-ls4 -57756.7 -67702 unknown 29.36%
fgmd inf -inf unknown
fm-bca -62493.3 -65825.6 unknown 35.46%
fm -62452.7 -73504.7 unknown 38.23%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -35010.7 -inf unknown 2.77%
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown
mp -60535.8 -65338.5 unknown 35.46%
mp-fw inf -69210.1 unknown 0.00%
mpm inf -inf unknown
mp-mcf -60341.2 -65262.3 unknown 36.57%
pm inf -inf unknown
rrwm inf -inf unknown
sm -420.543 -inf unknown 0.00%
smac -55.8141 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -58501.1 -63976 unknown 35.46%
dd-ls3 -60651.9 -63398.8 unknown 37.67%
dd-ls4 -57756.7 -64213.9 unknown 29.36%
fgmd inf -inf unknown
fm-bca -62510.2 -65744.6 unknown 34.63%
fm -62541.7 -73504.7 unknown 38.50%
fw -62366.5 -inf unknown 33.24%
ga inf -inf unknown
hbp inf -inf unknown
ipfps -35010.7 -inf unknown 2.77%
ipfpu -36708.9 -inf unknown 7.48%
lsm inf -inf unknown
mp -60535.8 -65332.7 unknown 35.46%
mp-fw -62366.4 -67063.7 unknown 34.35%
mpm inf -inf unknown
mp-mcf -60341.2 -64821.2 unknown 36.57%
pm inf -inf unknown
rrwm inf -inf unknown
sm -420.543 -inf unknown 0.00%
smac -55.8141 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: