A Comparative Study of Graph Matching Algorithms in Computer Vision

Benchmark Results for “pairs”

This page shows the benchmarks results for the dataset “pairs”. The reported values, bounds and accuracies are averaged across all instances of the dataset.

Run time 1s

method avg value avg bound feasible optimal accuracy
dd-ls0 -61481.6 -76497.4 16 / 16 0 / 0 40.53%
dd-ls3 -61638.2 -75655.6 16 / 16 0 / 0 40.93%
dd-ls4 -61634 -75851.8 16 / 16 0 / 0 41.07%
fgmd inf -inf 0 / 16 0 / 0
fm-bca inf -inf 0 / 16 0 / 0
fm -64812.4 -76417.8 16 / 16 0 / 0 50.74%
fw -65721.8 -inf 16 / 16 0 / 0 53.67%
ga inf -inf 0 / 16 0 / 0
hbp inf -inf 0 / 16 0 / 0
ipfps inf -inf 0 / 16 0 / 0
ipfpu inf -inf 0 / 16 0 / 0
lsm inf -inf 0 / 16 0 / 0
mp inf -inf 1 / 16 0 / 0
mp-fw inf -inf 2 / 16 0 / 0
mpm inf -inf 0 / 16 0 / 0
mp-mcf inf -inf 2 / 16 0 / 0
pm inf -inf 0 / 16 0 / 0
rrwm inf -inf 0 / 16 0 / 0
sm inf -inf 0 / 16 0 / 0
smac inf -inf 0 / 16 0 / 0

Run time 10s

method avg value avg bound feasible optimal accuracy
dd-ls0 -61481.6 -73521.1 16 / 16 0 / 0 40.53%
dd-ls3 -61638.2 -73527.6 16 / 16 0 / 0 40.93%
dd-ls4 -61634 -74053 16 / 16 0 / 0 41.07%
fgmd inf -inf 0 / 16 0 / 0
fm-bca -65567.2 -70162.6 16 / 16 0 / 0 55.46%
fm -65625 -76417.8 16 / 16 0 / 0 54.36%
fw -65797.5 -inf 16 / 16 0 / 0 54.14%
ga inf -inf 0 / 16 0 / 0
hbp inf -inf 0 / 16 0 / 0
ipfps inf -inf 0 / 16 0 / 0
ipfpu -35666.4 -inf 16 / 16 0 / 0 7.24%
lsm inf -inf 0 / 16 0 / 0
mp -64150.4 -68255 16 / 16 0 / 0 56.79%
mp-fw inf -71696.4 16 / 16 0 / 0
mpm inf -inf 0 / 16 0 / 0
mp-mcf -63990 -68318.5 16 / 16 0 / 0 56.44%
pm inf -inf 0 / 16 0 / 0
rrwm inf -inf 0 / 16 0 / 0
sm inf -inf 0 / 16 0 / 0
smac inf -inf 13 / 16 0 / 0

Run time 100s

method avg value avg bound feasible optimal accuracy
dd-ls0 -62973.8 -67305.7 16 / 16 0 / 0 57.40%
dd-ls3 -62425.6 -67598.9 16 / 16 0 / 0 49.86%
dd-ls4 -61634 -70213.9 16 / 16 0 / 0 41.07%
fgmd inf -inf 0 / 16 0 / 0
fm-bca -65912.6 -69003.1 16 / 16 0 / 0 57.59%
fm -65824.5 -76417.8 16 / 16 0 / 0 55.41%
fw -65801.6 -inf 16 / 16 0 / 0 54.30%
ga inf -inf 0 / 16 0 / 0
hbp inf -inf 0 / 16 0 / 0
ipfps -35114.6 -inf 16 / 16 0 / 0 6.64%
ipfpu -35666.4 -inf 16 / 16 0 / 0 7.24%
lsm inf -inf 0 / 16 0 / 0
mp -64380.2 -68136.5 16 / 16 0 / 0 57.17%
mp-fw inf -71696.4 16 / 16 0 / 0
mpm inf -inf 0 / 16 0 / 0
mp-mcf -64173.8 -68052.8 16 / 16 0 / 0 56.51%
pm inf -inf 0 / 16 0 / 0
rrwm inf -inf 0 / 16 0 / 0
sm -196.366 -inf 16 / 16 0 / 0 0.09%
smac inf -inf 13 / 16 0 / 0

Run time 300s

method avg value avg bound feasible optimal accuracy
dd-ls0 -63453.8 -67114.4 16 / 16 0 / 0 59.71%
dd-ls3 -64556.3 -66704.3 16 / 16 0 / 0 60.28%
dd-ls4 -62894.3 -67349.7 16 / 16 0 / 0 53.30%
fgmd inf -inf 0 / 16 0 / 0
fm-bca -65958.4 -68909.3 16 / 16 0 / 0 57.93%
fm -65870.4 -76417.8 16 / 16 0 / 0 55.80%
fw -65801.6 -inf 16 / 16 0 / 0 54.30%
ga inf -inf 0 / 16 0 / 0
hbp inf -inf 0 / 16 0 / 0
ipfps -35114.6 -inf 16 / 16 0 / 0 6.64%
ipfpu -35666.4 -inf 16 / 16 0 / 0 7.24%
lsm inf -inf 4 / 16 0 / 0
mp -64418.2 -68129.6 16 / 16 0 / 0 57.02%
mp-fw -65793.8 -69622.8 16 / 16 0 / 0 55.07%
mpm inf -inf 0 / 16 0 / 0
mp-mcf -64207.5 -67748.1 16 / 16 0 / 0 56.79%
pm inf -inf 0 / 16 0 / 0
rrwm inf -inf 0 / 16 0 / 0
sm -196.366 -inf 16 / 16 0 / 0 0.09%
smac inf -inf 13 / 16 0 / 0

Per Instance Results

Results for individual instances of the dataset are also available: