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: