Link Prediction on CarPed180K (test)
83.1PR-AUCHTGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HTGNNTraining data availability=80%2026.06 | 83.1 | 52.9 | |
| FOT-LTN+BKTraining data availability=80%2026.06 | 82 | 87.3 | |
| HTGNNTraining data availability=70%2026.06 | 80.2 | 54.2 | |
| FOT-LTN+BKTraining data availability=70%2026.06 | 79.7 | 87.8 | |
| FOT-LTNTraining data availability=80%2026.06 | 79.5 | 50.5 | |
| HTGNNTraining data availability=60%2026.06 | 78.6 | 54.8 | |
| FOT-LTN+BKTraining data availability=60%2026.06 | 76.6 | 88.2 | |
| HTGNNTraining data availability=50%2026.06 | 75.8 | 55.8 | |
| FOT-LTNTraining data availability=70%2026.06 | 74.6 | 51.7 | |
| FOT-LTN+BKTraining data availability=50%2026.06 | 74.4 | 88.8 | |
| FOT-LTN+BKTraining data availability=40%2026.06 | 72.9 | 89.2 | |
| HTGNNTraining data availability=40%2026.06 | 72.3 | 56.1 | |
| FOT-LTN+BKTraining data availability=10%2026.06 | 71.9 | 93.9 | |
| FOT-LTN+BKTraining data availability=30%2026.06 | 71.5 | 90.4 | |
| FOT-LTN+BKTraining data availability=20%2026.06 | 71.3 | 91.8 | |
| FOT-LTNTraining data availability=60%2026.06 | 70.8 | 51 | |
| FOT-LTNTraining data availability=50%2026.06 | 68 | 51.3 | |
| HTGNNTraining data availability=30%2026.06 | 67.9 | 55.9 | |
| FOT-LTNTraining data availability=40%2026.06 | 64.8 | 51.9 | |
| HTGNNTraining data availability=20%2026.06 | 63.4 | 57.6 | |
| FOT-LTNTraining data availability=30%2026.06 | 63.1 | 51.9 | |
| FOT-LTNTraining data availability=20%2026.06 | 60.7 | 53.6 | |
| HTGNNTraining data availability=10%2026.06 | 60.3 | 57.2 | |
| FOT-LTNTraining data availability=10%2026.06 | 57.4 | 54.9 |