A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs11”

This page shows the benchmarks results for the dataset instance “pairs11”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -58779.3 -75454.4 unknown 29.10%
dd-ls3 -59255.9 -74828.1 unknown 30.23%
dd-ls4 -59020.2 -74893.2 unknown 29.66%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -63480.4 -74269.3 unknown 40.68%
fw -64015.4 -inf unknown 44.63%
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 -58779.3 -72141.4 unknown 29.10%
dd-ls3 -59255.9 -72331.6 unknown 30.23%
dd-ls4 -59020.2 -73259.6 unknown 29.66%
fgmd inf -inf unknown –
fm-bca -63889.1 -68026.7 unknown 50.00%
fm -63924 -74269.3 unknown 42.37%
fw -64057.3 -inf unknown 44.07%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -33517.1 -inf unknown 3.67%
lsm inf -inf unknown –
mp -62044.9 -66923.2 unknown 46.61%
mp-fw inf -70408.4 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -61824.3 -67011.7 unknown 46.61%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm inf -inf unknown –
smac -173.48 -inf unknown 0.00%

Run time 100s

method value bound optimal accuracy
dd-ls0 -60065.1 -66062.2 unknown 51.13%
dd-ls3 -59255.9 -66217.6 unknown 30.23%
dd-ls4 -59020.2 -69351.6 unknown 29.66%
fgmd inf -inf unknown –
fm-bca -64207.6 -67041.2 unknown 49.72%
fm -64253.9 -74269.3 unknown 44.35%
fw -64057.3 -inf unknown 44.07%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34010.7 -inf unknown 3.95%
ipfpu -33517.1 -inf unknown 3.67%
lsm inf -inf unknown –
mp -62322.6 -66830.2 unknown 46.33%
mp-fw inf -70408.4 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -62083.5 -66772 unknown 45.20%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -230.009 -inf unknown 0.00%
smac -173.48 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -60802.9 -65934.4 unknown 48.02%
dd-ls3 -62002.7 -65388.6 unknown 49.44%
dd-ls4 -59946.8 -65946.6 unknown 46.61%
fgmd inf -inf unknown –
fm-bca -64367.4 -66947.7 unknown 49.15%
fm -64262.8 -74269.3 unknown 44.63%
fw -64057.3 -inf unknown 44.07%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34010.7 -inf unknown 3.95%
ipfpu -33517.1 -inf unknown 3.67%
lsm inf -inf unknown –
mp -62418.3 -66824.7 unknown 45.76%
mp-fw -64039.3 -68434.3 unknown 42.66%
mpm inf -inf unknown –
mp-mcf -62083.5 -66390 unknown 45.20%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -230.009 -inf unknown 0.00%
smac -173.48 -inf unknown 0.00%

Other Results for this Dataset

Accumulated results for whole dataset: pairs

Results for individual instances of the dataset: