Dynamic Link Prediction on Social Evo. Continuous-time (Inductive)
98.9AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMNegative Sampling Scheme=INS2026.06 | 98.9 | |
| CTDG-SSMNegative Sampling Scheme=RNS2026.06 | 98.6 | |
| DyGmambaNegative Sampling Scheme=INS2026.06 | 96.65 | |
| TCLNegative Sampling Scheme=INS2026.06 | 95.5 | |
| DyGFormerNegative Sampling Scheme=INS2026.06 | 94.97 | |
| GraphMixerNegative Sampling Scheme=INS2026.06 | 93.88 | |
| DyGmambaNegative Sampling Scheme=RNS2026.06 | 93.13 | |
| DyGFormerNegative Sampling Scheme=RNS2026.06 | 93.05 | |
| TCLNegative Sampling Scheme=RNS2026.06 | 92.51 | |
| TGATNegative Sampling Scheme=INS2026.06 | 92.37 | |
| GraphMixerNegative Sampling Scheme=RNS2026.06 | 91.89 | |
| JODIENegative Sampling Scheme=RNS2026.06 | 91.72 | |
| TGNNegative Sampling Scheme=INS2026.06 | 91.66 | |
| TGATNegative Sampling Scheme=RNS2026.06 | 91.47 | |
| TGNNegative Sampling Scheme=RNS2026.06 | 90.74 | |
| DyRepNegative Sampling Scheme=RNS2026.06 | 89.1 | |
| JODIENegative Sampling Scheme=INS2026.06 | 88.98 | |
| DyRepNegative Sampling Scheme=INS2026.06 | 86.43 | |
| CAWNNegative Sampling Scheme=INS2026.06 | 83.84 | |
| CAWNNegative Sampling Scheme=RNS2026.06 | 79.83 |