Dynamic Link Prediction on MOOC Continuous-time Inductive (AUC-ROC)
98.71AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMNegative Sampling Scheme=INS2026.06 | 98.71 | |
| CTDG-SSMNegative Sampling Scheme=RNS2026.06 | 98.67 | |
| DyGmambaNegative Sampling Scheme=RNS2026.06 | 88.64 | |
| TGNNegative Sampling Scheme=RNS2026.06 | 88.01 | |
| DyGFormerNegative Sampling Scheme=RNS2026.06 | 87.05 | |
| TGATNegative Sampling Scheme=RNS2026.06 | 85.28 | |
| TCLNegative Sampling Scheme=RNS2026.06 | 82.28 | |
| GraphMixerNegative Sampling Scheme=RNS2026.06 | 81.38 | |
| CAWNNegative Sampling Scheme=RNS2026.06 | 81.32 | |
| DyGmambaNegative Sampling Scheme=INS2026.06 | 81.12 | |
| JODIENegative Sampling Scheme=RNS2026.06 | 80.57 | |
| DyRepNegative Sampling Scheme=RNS2026.06 | 80.5 | |
| DyGFormerNegative Sampling Scheme=INS2026.06 | 80.42 | |
| TGNNegative Sampling Scheme=INS2026.06 | 76.36 | |
| TGATNegative Sampling Scheme=INS2026.06 | 74.94 | |
| GraphMixerNegative Sampling Scheme=INS2026.06 | 72.15 | |
| TCLNegative Sampling Scheme=INS2026.06 | 71.3 | |
| CAWNNegative Sampling Scheme=INS2026.06 | 71.18 | |
| JODIENegative Sampling Scheme=INS2026.06 | 65.37 | |
| CTANNegative Sampling Scheme=RNS2026.06 | 64.99 | |
| DyRepNegative Sampling Scheme=INS2026.06 | 62.97 | |
| CTANNegative Sampling Scheme=INS2026.06 | 58.06 |