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: