A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs4”

This page shows the benchmarks results for the dataset instance “pairs4”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -58278.5 -73832 unknown 41.18%
dd-ls3 -58156.1 -73243.5 unknown 41.18%
dd-ls4 -58185.2 -73452.8 unknown 41.46%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -61981.6 -75047.3 unknown 46.78%
fw -62641.3 -inf unknown 49.02%
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 -58278.5 -70869.2 unknown 41.18%
dd-ls3 -58156.1 -71308.9 unknown 41.18%
dd-ls4 -58185.2 -71831.4 unknown 41.46%
fgmd inf -inf unknown –
fm-bca -62587.5 -67943.1 unknown 48.46%
fm -62519.5 -75047.3 unknown 46.50%
fw -62803.7 -inf unknown 47.90%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -34099.4 -inf unknown 7.28%
lsm inf -inf unknown –
mp -60211.9 -66039.8 unknown 52.10%
mp-fw inf -70003.6 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -60223.1 -66071.9 unknown 49.86%
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 -58957.6 -64684.1 unknown 54.06%
dd-ls3 -58156.1 -64857.5 unknown 41.18%
dd-ls4 -58185.2 -67102.7 unknown 41.46%
fgmd inf -inf unknown –
fm-bca -62801.9 -66635 unknown 48.18%
fm -62738.5 -75047.3 unknown 47.62%
fw -62803.7 -inf unknown 47.90%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -33438.2 -inf unknown 6.72%
ipfpu -34099.4 -inf unknown 7.28%
lsm inf -inf unknown –
mp -60656.6 -65924.7 unknown 53.78%
mp-fw inf -70003.6 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -60660.1 -65817.2 unknown 49.86%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -118.844 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -59010.5 -64566.1 unknown 52.66%
dd-ls3 -60808.9 -63821.5 unknown 54.34%
dd-ls4 -59277.1 -64379.7 unknown 54.90%
fgmd inf -inf unknown –
fm-bca -62872.6 -66537.8 unknown 49.86%
fm -62738.5 -75047.3 unknown 47.62%
fw -62803.7 -inf unknown 47.90%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -33438.2 -inf unknown 6.72%
ipfpu -34099.4 -inf unknown 7.28%
lsm inf -inf unknown –
mp -60656.6 -65917.6 unknown 53.78%
mp-fw -62713.8 -67660.6 unknown 47.62%
mpm inf -inf unknown –
mp-mcf -60660.1 -65324.6 unknown 49.86%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -118.844 -inf unknown 0.28%
smac 0 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: