Future Edge Prediction on Wikipedia DyGLib (transductive)
99.11APFREEDYG
Evaluation results
| Method | Links | |
|---|---|---|
| FREEDYGSampling method=FLASH, Historical neighbors=42025.04 | 99.11 | |
| FREEDYGSampling method=NLB, Historical neighbors=42025.04 | 98.78 | |
| DYGFORMERSampling method=FLASH, Historical neighbors=42025.04 | 98.73 | |
| FREEDYGSampling method=Trunc., Historical neighbors=42025.04 | 98.73 | |
| TGNSampling method=FLASH, Historical neighbors=42025.04 | 98.68 | |
| FREEDYGSampling method=TASER, Historical neighbors=42025.04 | 98.61 | |
| TGNSampling method=Trunc., Historical neighbors=42025.04 | 98.5 | |
| TGNSampling method=NLB, Historical neighbors=42025.04 | 98.33 | |
| TGNSampling method=TASER, Historical neighbors=42025.04 | 98.27 | |
| DYGFORMERSampling method=NLB, Historical neighbors=42025.04 | 98.18 | |
| DYGFORMERSampling method=Trunc., Historical neighbors=42025.04 | 98.1 | |
| DYGFORMERSampling method=Uni., Historical neighbors=42025.04 | 98.08 | |
| FREEDYGSampling method=Uni., Historical neighbors=42025.04 | 97.52 | |
| DYGFORMERSampling method=TASER, Historical neighbors=42025.04 | 97.27 | |
| GRAPHMIXERSampling method=FLASH, Historical neighbors=42025.04 | 97.16 | |
| TGNSampling method=Uni., Historical neighbors=42025.04 | 96.86 | |
| GRAPHMIXERSampling method=Trunc., Historical neighbors=42025.04 | 96.42 | |
| GRAPHMIXERSampling method=NLB, Historical neighbors=42025.04 | 95.66 | |
| GRAPHMIXERSampling method=TASER, Historical neighbors=42025.04 | 95.27 | |
| TGATSampling method=FLASH, Historical neighbors=42025.04 | 95.07 | |
| TGATSampling method=Trunc., Historical neighbors=42025.04 | 94.25 | |
| TGATSampling method=NLB, Historical neighbors=42025.04 | 91.22 | |
| GRAPHMIXERSampling method=Uni., Historical neighbors=42025.04 | 82.28 | |
| TGATSampling method=TASER, Historical neighbors=42025.04 | 75.19 | |
| TGATSampling method=Uni., Historical neighbors=42025.04 | 69.74 |