Graph Matching on WILLOW-ObjectClass (test)
100Accuracy (face)PCA-GM-Willow
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PCA-GM-WillowSource=Results reported in [24]2019.11 | 100 | 76.7 | 84 | 93.5 | 96.9 | 90.2 | |
| GLMNet-WillowPre-training=Pascal VOC Keypoint dataset, Fine-tuning=Willow dataset2019.11 | 100 | 89.7 | 93.6 | 85.4 | 93.4 | 92.4 | |
| PCA-GM# graphs=22019.11 | 100 | 77.6 | 87.6 | 83.6 | 88.4 | 87.4 | |
| IPCA-GM# graphs=22019.11 | 100 | 83 | 90.4 | 88.6 | 88.3 | 90.1 | |
| BBGM# graphs=22019.11 | 100 | 99.8 | 96.8 | 89.9 | 99.4 | 97.2 | |
| LCS# graphs=22019.11 | 100 | 99.4 | 91.2 | 86.2 | 97.9 | 94.9 | |
| NGM-v2# graphs=22019.11 | 100 | 98.6 | 97.4 | 93.4 | 98.3 | 97.5 | |
| NHGM-v2# graphs=22019.11 | 100 | 98.6 | 97.4 | 93.9 | 98.9 | 97.8 | |
| HiPPI# graphs=>402019.11 | 100 | 84 | 74 | 88 | 95 | 88.2 | |
| MGM-Floyd# graphs=322019.11 | 100 | 84.3 | 85 | 79.3 | 93.1 | 88.3 | |
| NMGM# graphs=102019.11 | 100 | 78.7 | 78.5 | 92.1 | 94.8 | 88.8 | |
| NMGM-v2# graphs=102019.11 | 100 | 100 | 97.6 | 94.5 | 99 | 98.2 | |
| NHGM# graphs=22019.11 | 99.9 | 79.3 | 86.5 | 72.2 | 89.4 | 85.5 | |
| GMN# graphs=22019.11 | 99.8 | 69.2 | 67.9 | 76.7 | 83.1 | 79.3 | |
| NGM# graphs=22019.11 | 99.4 | 76.8 | 84.2 | 77.6 | 88.3 | 85.3 | |
| GMN-WillowSource=Results reported in [24]2019.11 | 99.3 | 71.4 | 74.3 | 82.8 | 76.7 | 80.9 | |
| HARG-SSVMSource=Results reported in [24]2019.11 | 91.2 | 44.4 | 58.4 | 55.2 | 66.6 | 63.2 |