A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs13”

This page shows the benchmarks results for the dataset instance “pairs13”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -60502 -75864.9 unknown 46.50%
dd-ls3 -60949.4 -75054.8 unknown 47.06%
dd-ls4 -60711.1 -75297.3 unknown 47.34%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -64799.8 -76205.3 unknown 56.86%
fw -66134.3 -inf unknown 66.39%
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 -60502 -73337.9 unknown 46.50%
dd-ls3 -60949.4 -73399.8 unknown 47.06%
dd-ls4 -60711.1 -73451.1 unknown 47.34%
fgmd inf -inf unknown –
fm-bca -66003.5 -70098.7 unknown 66.95%
fm -65860.1 -76205.3 unknown 63.03%
fw -66157.5 -inf unknown 66.11%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -32615.1 -inf unknown 4.76%
lsm inf -inf unknown –
mp -64563.5 -68073.4 unknown 66.95%
mp-fw inf -71925 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -64597.6 -68133.4 unknown 67.23%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac inf -inf unknown –

Run time 100s

method value bound optimal accuracy
dd-ls0 -63808.3 -67210.3 unknown 68.63%
dd-ls3 -63951.8 -67307.3 unknown 65.55%
dd-ls4 -60711.1 -69455.4 unknown 47.34%
fgmd inf -inf unknown –
fm-bca -66210.6 -69010.9 unknown 68.07%
fm -66073.2 -76205.3 unknown 63.87%
fw -66157.5 -inf unknown 66.11%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -32615.1 -inf unknown 4.76%
ipfpu -32615.1 -inf unknown 4.76%
lsm inf -inf unknown –
mp -64822.8 -67953.2 unknown 68.63%
mp-fw inf -71925 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -64633.5 -67893.4 unknown 69.47%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -78.2142 -inf unknown 0.00%
smac inf -inf unknown –

Run time 300s

method value bound optimal accuracy
dd-ls0 -64496 -67059.9 unknown 68.35%
dd-ls3 -65546.1 -66675.2 unknown 73.95%
dd-ls4 -64606 -67090.7 unknown 71.15%
fgmd inf -inf unknown –
fm-bca -66210.6 -68930.8 unknown 68.07%
fm -66140.4 -76205.3 unknown 65.55%
fw -66157.5 -inf unknown 66.11%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -32615.1 -inf unknown 4.76%
ipfpu -32615.1 -inf unknown 4.76%
lsm inf -inf unknown –
mp -64822.8 -67950.9 unknown 68.63%
mp-fw -66129.7 -69625.7 unknown 68.91%
mpm inf -inf unknown –
mp-mcf -64633.5 -67642.2 unknown 69.47%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -78.2142 -inf unknown 0.00%
smac inf -inf unknown –

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: