Inductive dynamic link prediction on US Legis. (AP)
84.42APDSRD
Evaluation results
| Method | Links | |
|---|---|---|
| DSRDSampling Strategy=random2026.05 | 84.42 | |
| CTDG-SSMNSS=rnd2026.06 | 76.94 | |
| CTDG-SSMNSS=ind2026.06 | 75.64 | |
| DSRDSampling Strategy=historical2026.05 | 66.21 | |
| DSRDSampling Strategy=inductive2026.05 | 65.8 | |
| DyRepNSS=ind2026.06 | 62.1 | |
| TGNNSS=ind2026.06 | 61.18 | |
| TGNNSS=rnd2026.06 | 58.63 | |
| DyGMambaNSS=ind2026.06 | 57.85 | |
| DyRepNSS=rnd2026.06 | 57.28 | |
| DyGFormerNSS=ind2026.06 | 56.31 | |
| DyGMambaNSS=rnd2026.06 | 55.95 | |
| CAWNNSS=ind2026.06 | 55.56 | |
| JODIENSS=rnd2026.06 | 54.93 | |
| DyGFormerNSS=rnd2026.06 | 54.28 | |
| TCLNSS=ind2026.06 | 53.87 | |
| CAWNNSS=rnd2026.06 | 53.17 | |
| JODIENSS=ind2026.06 | 52.94 | |
| TCLNSS=rnd2026.06 | 52.59 | |
| GraphMixerNSS=ind2026.06 | 52.03 | |
| TGATNSS=ind2026.06 | 51.83 | |
| TGATNSS=rnd2026.06 | 51 | |
| GraphMixerNSS=rnd2026.06 | 50.71 |