A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs10”

This page shows the benchmarks results for the dataset instance “pairs10”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -56646.8 -74426.5 unknown 31.44%
dd-ls3 -56741.7 -73417.2 unknown 30.88%
dd-ls4 -56682.4 -73676.6 unknown 31.44%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -59032.3 -75901.6 unknown 31.73%
fw -60252.3 -inf unknown 37.11%
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 -56646.8 -71218.3 unknown 31.44%
dd-ls3 -56741.7 -70653.8 unknown 30.88%
dd-ls4 -56682.4 -71852 unknown 31.44%
fgmd inf -inf unknown –
fm-bca -60058.6 -67043.3 unknown 37.96%
fm -60219.1 -75901.6 unknown 38.53%
fw -60363 -inf unknown 37.68%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -33278.2 -inf unknown 5.95%
lsm inf -inf unknown –
mp -58764.8 -63765.2 unknown 42.21%
mp-fw inf -67815.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -58862.8 -63833.1 unknown 42.49%
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 -56827 -62270.3 unknown 41.08%
dd-ls3 -56741.7 -62859 unknown 30.88%
dd-ls4 -56682.4 -67120 unknown 31.44%
fgmd inf -inf unknown –
fm-bca -60674.2 -65186.7 unknown 43.06%
fm -60465.4 -75901.6 unknown 39.66%
fw -60363 -inf unknown 37.68%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -32731.8 -inf unknown 5.95%
ipfpu -33278.2 -inf unknown 5.95%
lsm inf -inf unknown –
mp -58764.8 -63640.8 unknown 42.21%
mp-fw inf -67815.2 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -58862.8 -63473.3 unknown 42.49%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -222.597 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -57872.8 -62010.2 unknown 44.76%
dd-ls3 -59145.1 -61564.5 unknown 43.34%
dd-ls4 -56682.4 -62745.3 unknown 31.44%
fgmd inf -inf unknown –
fm-bca -60713.8 -65023.1 unknown 43.91%
fm -60514.2 -75901.6 unknown 40.23%
fw -60363 -inf unknown 37.68%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -32731.8 -inf unknown 5.95%
ipfpu -33278.2 -inf unknown 5.95%
lsm inf -inf unknown –
mp -58764.8 -63632.6 unknown 42.21%
mp-fw -60382.6 -65434.1 unknown 37.39%
mpm inf -inf unknown –
mp-mcf -58862.8 -63152.9 unknown 42.49%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -222.597 -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: