Transductive Dynamic Link Prediction on MOOC (AUC)
99.21AUCDSRD
Evaluation Results
| Method | Links | |
|---|---|---|
| DSRDNSS=rnd2026.05 | 99.21 | |
| DSRDNSS=hist2026.05 | 97.5 | |
| DSRDNSS=ind2026.05 | 96.92 | |
| TPNetNSS=rnd2026.05 | 93.51 | |
| TGNNSS=rnd2026.05 | 90.94 | |
| PINTNSS=rnd2026.05 | 90.32 | |
| NATNSS=rnd2026.05 | 87.86 | |
| TGNNSS=hist2026.05 | 87.07 | |
| TPNetNSS=hist2026.05 | 86.86 | |
| JODIENSS=rnd2026.05 | 86.41 | |
| PINTNSS=hist2026.05 | 85.47 | |
| NATNSS=hist2026.05 | 84.88 | |
| DyRepNSS=rnd2026.05 | 84.66 | |
| DyRepNSS=hist2026.05 | 83.96 | |
| TPNetNSS=ind2026.05 | 83.01 | |
| GraphMixerNSS=rnd2026.05 | 82.8 | |
| TGATNSS=rnd2026.05 | 81.89 | |
| JODIENSS=hist2026.05 | 81.43 | |
| TCLNSS=rnd2026.05 | 80.7 | |
| NATNSS=ind2026.05 | 79.76 | |
| DyGFormerNSS=rnd2026.05 | 78.68 | |
| TGNNSS=ind2026.05 | 77.46 | |
| CAWNNSS=rnd2026.05 | 76.25 | |
| TGATNSS=hist2026.05 | 75.46 | |
| JODIENSS=ind2026.05 | 73.95 | |
| PINTNSS=ind2026.05 | 73.89 | |
| GraphMixerNSS=hist2026.05 | 73.52 | |
| TGATNSS=ind2026.05 | 71.9 | |
| DyRepNSS=ind2026.05 | 71.67 | |
| GraphMixerNSS=ind2026.05 | 70.8 | |
| DyGFormerNSS=hist2026.05 | 70.19 | |
| TCLNSS=hist2026.05 | 69.01 | |
| TCLNSS=ind2026.05 | 68 | |
| DyGFormerNSS=ind2026.05 | 66.2 | |
| EdgeBankNSS=rnd2026.05 | 62.22 | |
| EdgeBankNSS=hist2026.05 | 62.06 | |
| CAWNNSS=ind2026.05 | 60.98 | |
| CAWNNSS=hist2026.05 | 59.11 | |
| EdgeBankNSS=ind2026.05 | 52.53 |