Graph Matching on SPair-71k (test)
84.5Mean AccuracyCOMMON
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COMMON2023.11 | 84.5 | 77.3 | 68.2 | 92 | 79.5 | 70.4 | 97.5 | 91.6 | 82.5 | 72.2 | 88 | 80 | 74.1 | 83.4 | 82.8 | 99.9 | 84.4 | 98.2 | 99.8 | |
| GMTR2023.11 | 83.2 | 75.6 | 67.2 | 92.4 | 76.9 | 69.4 | 94.8 | 89.4 | 77.5 | 72.1 | 86.3 | 77.5 | 72.2 | 86.4 | 79.5 | 99.6 | 84.4 | 96.6 | 99.7 | |
| ASAR2023.11 | 83.1 | 72.4 | 61.8 | 91.8 | 79.1 | 71.2 | 97.4 | 90.4 | 78.3 | 74.2 | 83.1 | 77.3 | 77 | 83.1 | 76.4 | 99.5 | 85.2 | 97.8 | 99.5 | |
| BBGM2023.11 | 82.1 | 72.5 | 64.6 | 87.8 | 75.8 | 69.3 | 94 | 88.6 | 79.9 | 74.6 | 83.2 | 78.8 | 77.1 | 76.5 | 76.3 | 98.2 | 85.5 | 96.8 | 99.3 | |
| BBP=Pnorm, margin=noise, alpha=12022.05 | 80.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=noise, alpha=102022.05 | 80.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NGMv22023.11 | 80.2 | 68.8 | 63.3 | 86.8 | 70.1 | 69.7 | 94.7 | 87.4 | 77.4 | 72.1 | 80.7 | 74.3 | 72.5 | 79.5 | 73.4 | 98.9 | 81.2 | 94.3 | 98.7 | |
| BBP=Pnorm, margin=informed, alpha=12022.05 | 80.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=informed, alpha=102022.05 | 80.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=noise, alpha=0.12022.05 | 79.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=informed, alpha=0.12022.05 | 79.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=noise, alpha=12022.05 | 79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=informed, alpha=0.012022.05 | 78.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=informed, alpha=0.12022.05 | 78.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=noise, alpha=0.12022.05 | 78.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=noise, alpha=0.012022.05 | 78.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=informed, alpha=0.012022.05 | 78.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=informed, alpha=0.12022.05 | 78.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=-, alpha=-2022.05 | 78.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=informed, alpha=12022.05 | 78.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=noise, alpha=12022.05 | 78.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=informed, alpha=12022.05 | 78.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=noise, alpha=0.12022.05 | 78.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=informed, alpha=0.012022.05 | 78.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=noise, alpha=102022.05 | 78.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=noise, alpha=0.012022.05 | 78.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=-, alpha=-2022.05 | 78.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=-, margin=noise, alpha=0.012022.05 | 77.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=noise, alpha=102022.05 | 77.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=noise, alpha=12022.05 | 77.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=informed, alpha=0.012022.05 | 77.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=informed, alpha=0.12022.05 | 77.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=noise, alpha=102022.05 | 77.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=noise, alpha=0.12022.05 | 77.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=-, margin=informed, alpha=102022.05 | 77.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=noise, alpha=0.012022.05 | 77.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=-, alpha=-2022.05 | 75.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=informed, alpha=12022.05 | 74.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IdentityP=Pnorm, margin=informed, alpha=102022.05 | 74.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CIE2023.11 | 73.3 | 71.5 | 57.1 | 81.7 | 56.7 | 67.9 | 82.5 | 73.4 | 74.5 | 62.6 | 78 | 68.7 | 66.3 | 73.7 | 66 | 92.5 | 67.2 | 82.3 | 97.5 | |
| IPCA2023.11 | 71.2 | 69 | 52.9 | 80.4 | 54.3 | 66.5 | 80 | 68.5 | 71.4 | 61.4 | 74.8 | 66.3 | 65.1 | 69.6 | 63.9 | 91.1 | 65.4 | 82.9 | 97.5 | |
| NGM2023.11 | 68.9 | 66.4 | 52.6 | 77 | 49.6 | 67.7 | 78.8 | 67.6 | 68.3 | 59.2 | 73.6 | 63.9 | 60.7 | 70.7 | 60.9 | 87.5 | 63.9 | 79.8 | 91.5 | |
| BBP=-, margin=informed, alpha=102022.05 | 68.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BBP=Pnorm, margin=-, alpha=-2022.05 | 66.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PCA2023.11 | 66 | 64.7 | 45.7 | 78.1 | 51.3 | 63.8 | 72.7 | 61.2 | 62.8 | 62.6 | 68.2 | 59.1 | 61.2 | 64.9 | 57.7 | 87.4 | 60.4 | 72.5 | 92.8 | |
| GMN2023.11 | 65.3 | 59.9 | 51 | 74.3 | 46.7 | 63.3 | 75.5 | 69.5 | 64.6 | 57.5 | 73 | 58.7 | 59.1 | 63.2 | 51.2 | 86.9 | 57.9 | 70 | 92.4 |