Inductive dynamic link prediction on MOOC (AP)
98.64AP (Inductive MOOC)CTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMNSS=INS2026.06 | 98.64 | |
| CTDG-SSMNSS=RNS2026.06 | 98.49 | |
| DSRDSampling Strategy=random2026.05 | 95.75 | |
| DyGmambaNSS=RNS2026.06 | 88.64 | |
| DSRDSampling Strategy=inductive2026.05 | 88.59 | |
| DSRDSampling Strategy=historical2026.05 | 88.19 | |
| TGNNSS=RNS2026.06 | 88.01 | |
| DyGFormerNSS=RNS2026.06 | 87.05 | |
| TGATNSS=RNS2026.06 | 85.28 | |
| TCLNSS=RNS2026.06 | 82.28 | |
| GraphMixerNSS=RNS2026.06 | 81.38 | |
| CAWNNSS=RNS2026.06 | 81.32 | |
| DyGmambaNSS=INS2026.06 | 80.75 | |
| DyGFormerNSS=INS2026.06 | 80.66 | |
| JODIENSS=RNS2026.06 | 80.57 | |
| DyRepNSS=RNS2026.06 | 80.5 | |
| TGATNSS=INS2026.06 | 77.43 | |
| TGNNSS=INS2026.06 | 76.81 | |
| JODIESampling Strategy=random2026.05 | 76.27 | |
| TCLNSS=INS2026.06 | 75.95 | |
| CAWNNSS=INS2026.06 | 74.36 | |
| GraphMixerNSS=INS2026.06 | 73.87 | |
| CAWNSampling Strategy=random2026.05 | 73.46 | |
| NATSampling Strategy=historical2026.05 | 68.31 | |
| CTANNSS=RNS2026.06 | 64.99 | |
| JODIENSS=INS2026.06 | 64.67 | |
| DyRepNSS=INS2026.06 | 62.05 | |
| CTANNSS=INS2026.06 | 57.49 |