A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs14”

This page shows the benchmarks results for the dataset instance “pairs14”. No optimum is known for this instance.

Run time 1s

method value bound optimal accuracy
dd-ls0 -64196.9 -76844.8 unknown 36.06%
dd-ls3 -64183.6 -75813.9 unknown 37.18%
dd-ls4 -64226 -76186.4 unknown 37.18%
fgmd inf -inf unknown –
fm-bca inf -inf unknown –
fm -66507 -75182.8 unknown 57.46%
fw -66809.1 -inf unknown 51.27%
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 -72258.9 unknown 0.00%
mpm inf -inf unknown –
mp-mcf inf -72258.9 unknown 0.00%
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 -64196.9 -73954.4 unknown 36.06%
dd-ls3 -64183.6 -74086.1 unknown 37.18%
dd-ls4 -64226 -74230.5 unknown 37.18%
fgmd inf -inf unknown –
fm-bca -66787.8 -70068.1 unknown 54.93%
fm -66999.1 -75182.8 unknown 60.00%
fw -66819.9 -inf unknown 51.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps inf -inf unknown –
ipfpu -34187.8 -inf unknown 5.92%
lsm inf -inf unknown –
mp -65459.6 -69282.8 unknown 53.80%
mp-fw inf -72258.9 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -64912.2 -69381.5 unknown 56.34%
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 -64952.8 -68541.5 unknown 67.89%
dd-ls3 -64491.6 -68537 unknown 67.61%
dd-ls4 -64226 -70289.7 unknown 37.18%
fgmd inf -inf unknown –
fm-bca -67088.8 -69223.6 unknown 59.72%
fm -67156.1 -75182.8 unknown 65.07%
fw -66822 -inf unknown 51.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34303.3 -inf unknown 5.92%
ipfpu -34187.8 -inf unknown 5.92%
lsm inf -inf unknown –
mp -65594.1 -69135.9 unknown 59.15%
mp-fw inf -72258.9 unknown 0.00%
mpm inf -inf unknown –
mp-mcf -64935.4 -69037.2 unknown 51.55%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -119.548 -inf unknown 0.00%
smac 0 -inf unknown 0.00%

Run time 300s

method value bound optimal accuracy
dd-ls0 -65124.6 -68375.8 unknown 64.23%
dd-ls3 -65548.4 -68041.3 unknown 65.35%
dd-ls4 -64615.6 -68414.4 unknown 66.48%
fgmd inf -inf unknown –
fm-bca -67122.6 -69161.3 unknown 59.44%
fm -67156.1 -75182.8 unknown 65.07%
fw -66822 -inf unknown 51.83%
ga inf -inf unknown –
hbp inf -inf unknown –
ipfps -34303.3 -inf unknown 5.92%
ipfpu -34187.8 -inf unknown 5.92%
lsm -18963.5 -inf unknown 0.56%
mp -65594.1 -69122.1 unknown 59.15%
mp-fw -66808.1 -70229.9 unknown 49.30%
mpm inf -inf unknown –
mp-mcf -65130.4 -68797.1 unknown 55.77%
pm inf -inf unknown –
rrwm inf -inf unknown –
sm -119.548 -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: