Link Prediction on CarPed35K (test)
83.8PR-AUCFOT-LTN+BK
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FOT-LTN+BKTraining data availability=80%2026.06 | 83.8 | 86.8 | |
| HTGNNTraining data availability=80%2026.06 | 82.8 | 52.4 | |
| FOT-LTN+BKTraining data availability=70%2026.06 | 81.9 | 87.3 | |
| HTGNNTraining data availability=70%2026.06 | 80.7 | 53.5 | |
| FOT-LTN+BKTraining data availability=60%2026.06 | 79.5 | 87.8 | |
| HTGNNTraining data availability=60%2026.06 | 79.3 | 54.7 | |
| FOT-LTN+BKTraining data availability=50%2026.06 | 77.2 | 88.4 | |
| HTGNNTraining data availability=50%2026.06 | 76.5 | 55.1 | |
| FOT-LTN+BKTraining data availability=40%2026.06 | 75.4 | 89.1 | |
| FOT-LTNTraining data availability=80%2026.06 | 74.2 | 50.7 | |
| FOT-LTN+BKTraining data availability=30%2026.06 | 73.6 | 90.3 | |
| HTGNNTraining data availability=40%2026.06 | 73 | 55.8 | |
| FOT-LTN+BKTraining data availability=10%2026.06 | 72.7 | 94.3 | |
| FOT-LTN+BKTraining data availability=20%2026.06 | 72.6 | 91.6 | |
| FOT-LTNTraining data availability=70%2026.06 | 71 | 51.7 | |
| HTGNNTraining data availability=30%2026.06 | 70.2 | 55.8 | |
| FOT-LTNTraining data availability=60%2026.06 | 68.8 | 51 | |
| FOT-LTNTraining data availability=50%2026.06 | 67 | 52.1 | |
| HTGNNTraining data availability=20%2026.06 | 66 | 56.5 | |
| FOT-LTNTraining data availability=40%2026.06 | 63.1 | 51.5 | |
| FOT-LTNTraining data availability=30%2026.06 | 62.9 | 53.4 | |
| FOT-LTNTraining data availability=20%2026.06 | 61.7 | 52.4 | |
| HTGNNTraining data availability=10%2026.06 | 61.6 | 56.8 | |
| FOT-LTNTraining data availability=10%2026.06 | 59.7 | 57.2 |