Inductive Dynamic Link Prediction on Enron
92.77AUC-ROCDSRD
Evaluation results
| Method | Links | |
|---|---|---|
| DSRDNegative Sampling Strategy=random2026.05 | 92.77 | |
| DSRDNegative Sampling Strategy=historical2026.05 | 89.72 | |
| DSRDNegative Sampling Strategy=inductive2026.05 | 89.59 | |
| TFWaveFormerNSS=hist2026.03 | 81.59 | |
| TFWaveFormerNSS=ind2026.03 | 81.59 | |
| FreeDyGNSS=hist2026.03 | 70.09 | |
| FreeDyGNSS=ind2026.03 | 68.79 | |
| GraphMixerNSS=hist2026.03 | 68.2 | |
| GraphMixerNSS=ind2026.03 | 68.19 | |
| DyGFormerNSS=ind2026.03 | 65.79 | |
| DyGFormerNSS=hist2026.03 | 65.78 | |
| JODIENSS=hist2026.03 | 65.32 | |
| JODIENSS=ind2026.03 | 65.32 | |
| TCLNSS=hist2026.03 | 64.06 | |
| TCLNSS=ind2026.03 | 64.05 | |
| TGNNSS=hist2026.03 | 62.68 | |
| TGNNSS=ind2026.03 | 62.68 | |
| CAWNNSS=ind2026.03 | 62.27 | |
| CAWNNSS=hist2026.03 | 62.25 | |
| DyRepNSS=hist2026.03 | 61.5 | |
| DyRepNSS=ind2026.03 | 61.5 | |
| TGATNSS=hist2026.03 | 57.84 | |
| TGATNSS=ind2026.03 | 57.83 |