Future edge prediction on Enron DyGLib (transductive)
91.66APFREEDYG
Evaluation results
| Method | Links | |
|---|---|---|
| FREEDYGSampling method=FLASH, Historical neighbors=42025.04 | 91.66 | |
| FREEDYGSampling method=NLB, Historical neighbors=42025.04 | 89.93 | |
| DYGFORMERSampling method=FLASH, Historical neighbors=42025.04 | 89.84 | |
| FREEDYGSampling method=TASER, Historical neighbors=42025.04 | 89.51 | |
| FREEDYGSampling method=Trunc., Historical neighbors=42025.04 | 89.5 | |
| TGNSampling method=FLASH, Historical neighbors=42025.04 | 89.09 | |
| TGNSampling method=Trunc., Historical neighbors=42025.04 | 87.18 | |
| TGNSampling method=NLB, Historical neighbors=42025.04 | 86.67 | |
| DYGFORMERSampling method=NLB, Historical neighbors=42025.04 | 86.45 | |
| TGNSampling method=TASER, Historical neighbors=42025.04 | 86.26 | |
| DYGFORMERSampling method=Uni., Historical neighbors=42025.04 | 85.42 | |
| TGNSampling method=Uni., Historical neighbors=42025.04 | 85.29 | |
| DYGFORMERSampling method=Trunc., Historical neighbors=42025.04 | 85.15 | |
| GRAPHMIXERSampling method=FLASH, Historical neighbors=42025.04 | 85 | |
| DYGFORMERSampling method=TASER, Historical neighbors=42025.04 | 84.76 | |
| GRAPHMIXERSampling method=NLB, Historical neighbors=42025.04 | 81.76 | |
| GRAPHMIXERSampling method=Trunc., Historical neighbors=42025.04 | 81.52 | |
| GRAPHMIXERSampling method=TASER, Historical neighbors=42025.04 | 79.51 | |
| TGATSampling method=FLASH, Historical neighbors=42025.04 | 78.17 | |
| TGATSampling method=Trunc., Historical neighbors=42025.04 | 71.95 | |
| TGATSampling method=NLB, Historical neighbors=42025.04 | 69.13 | |
| TGATSampling method=TASER, Historical neighbors=42025.04 | 60.9 | |
| GRAPHMIXERSampling method=Uni., Historical neighbors=42025.04 | 57.85 | |
| TGATSampling method=Uni., Historical neighbors=42025.04 | 52.39 |