Inductive Dynamic Link Prediction on Enron Inductive
93.78APDSRD
Evaluation results
| Method | Links | |
|---|---|---|
| DSRDSampling Strategy=random2026.05 | 93.78 | |
| DSRDSampling Strategy=historical2026.05 | 92.72 | |
| DSRDSampling Strategy=inductive2026.05 | 92.5 | |
| TPNetNegative Sampling Strategy=rnd2026.03 | 90.34 | |
| TPNet+Negative Sampling Strategy=rnd2026.03 | 90.18 | |
| DyGFormer+Negative Sampling Strategy=rnd2026.03 | 89.88 | |
| DyGFormerNegative Sampling Strategy=rnd2026.03 | 89.76 | |
| CAWNNegative Sampling Strategy=rnd2026.03 | 86.35 | |
| TCLNegative Sampling Strategy=rnd2026.03 | 79.7 | |
| TGNNegative Sampling Strategy=rnd2026.03 | 77.94 | |
| TPNet+Negative Sampling Strategy=hist2026.03 | 76.19 | |
| TPNet+Negative Sampling Strategy=ind2026.03 | 76.19 | |
| GraphMixerNegative Sampling Strategy=rnd2026.03 | 75.88 | |
| TPNetNegative Sampling Strategy=hist2026.03 | 74.6 | |
| TPNetNegative Sampling Strategy=ind2026.03 | 74.6 | |
| GraphMixerNegative Sampling Strategy=hist2026.03 | 72.37 | |
| GraphMixerNegative Sampling Strategy=ind2026.03 | 72.37 | |
| TCLNegative Sampling Strategy=ind2026.03 | 71.29 | |
| TCLNegative Sampling Strategy=hist2026.03 | 70.66 | |
| DyGFormer+Negative Sampling Strategy=hist2026.03 | 67.2 | |
| DyGFormer+Negative Sampling Strategy=ind2026.03 | 67.2 | |
| DyGFormerNegative Sampling Strategy=hist2026.03 | 67.07 | |
| DyGFormerNegative Sampling Strategy=ind2026.03 | 67.07 | |
| TGNNegative Sampling Strategy=hist2026.03 | 62.91 | |
| TGNNegative Sampling Strategy=ind2026.03 | 62.9 | |
| CAWNNegative Sampling Strategy=ind2026.03 | 60.72 | |
| CAWNNegative Sampling Strategy=hist2026.03 | 60.7 |