Future edge prediction on Social Evo DyGLib (transductive)
93.97APFREEDYG
Evaluation results
| Method | Links | |
|---|---|---|
| FREEDYGSampling method=FLASH, Historical neighbors=42025.04 | 93.97 | |
| DYGFORMERSampling method=FLASH, Historical neighbors=42025.04 | 93.74 | |
| GRAPHMIXERSampling method=FLASH, Historical neighbors=42025.04 | 93.52 | |
| TGNSampling method=FLASH, Historical neighbors=42025.04 | 93.46 | |
| FREEDYGSampling method=Trunc., Historical neighbors=42025.04 | 93.31 | |
| DYGFORMERSampling method=Uni., Historical neighbors=42025.04 | 92.94 | |
| DYGFORMERSampling method=Trunc., Historical neighbors=42025.04 | 92.93 | |
| TGNSampling method=TASER, Historical neighbors=42025.04 | 92.92 | |
| DYGFORMERSampling method=TASER, Historical neighbors=42025.04 | 92.88 | |
| FREEDYGSampling method=NLB, Historical neighbors=42025.04 | 92.88 | |
| FREEDYGSampling method=TASER, Historical neighbors=42025.04 | 92.65 | |
| TGNSampling method=Trunc., Historical neighbors=42025.04 | 92.5 | |
| DYGFORMERSampling method=NLB, Historical neighbors=42025.04 | 92.31 | |
| TGATSampling method=FLASH, Historical neighbors=42025.04 | 92.26 | |
| TGNSampling method=NLB, Historical neighbors=42025.04 | 91.47 | |
| GRAPHMIXERSampling method=Trunc., Historical neighbors=42025.04 | 90.3 | |
| GRAPHMIXERSampling method=TASER, Historical neighbors=42025.04 | 89.57 | |
| TGATSampling method=Trunc., Historical neighbors=42025.04 | 89.05 | |
| GRAPHMIXERSampling method=NLB, Historical neighbors=42025.04 | 88.75 | |
| TGATSampling method=NLB, Historical neighbors=42025.04 | 86.06 | |
| FREEDYGSampling method=Uni., Historical neighbors=42025.04 | 75.26 | |
| TGATSampling method=TASER, Historical neighbors=42025.04 | 74.75 | |
| TGNSampling method=Uni., Historical neighbors=42025.04 | 72.2 | |
| TGATSampling method=Uni., Historical neighbors=42025.04 | 57 | |
| GRAPHMIXERSampling method=Uni., Historical neighbors=42025.04 | 56.84 |