Future Edge Prediction on Reddit transductive DyGLib
99APTGN
Evaluation results
| Method | Links | |
|---|---|---|
| TGNSampling method=FLASH, Historical neighbors=42025.04 | 99 | |
| FREEDYGSampling method=FLASH, Historical neighbors=42025.04 | 98.96 | |
| DYGFORMERSampling method=FLASH, Historical neighbors=42025.04 | 98.71 | |
| TGNSampling method=NLB, Historical neighbors=42025.04 | 98.66 | |
| TGNSampling method=TASER, Historical neighbors=42025.04 | 98.65 | |
| TGNSampling method=Uni., Historical neighbors=42025.04 | 98.63 | |
| TGNSampling method=Trunc., Historical neighbors=42025.04 | 98.61 | |
| FREEDYGSampling method=NLB, Historical neighbors=42025.04 | 98.38 | |
| FREEDYGSampling method=Trunc., Historical neighbors=42025.04 | 98.27 | |
| FREEDYGSampling method=TASER, Historical neighbors=42025.04 | 98.21 | |
| FREEDYGSampling method=Uni., Historical neighbors=42025.04 | 97.64 | |
| DYGFORMERSampling method=NLB, Historical neighbors=42025.04 | 97.56 | |
| DYGFORMERSampling method=Trunc., Historical neighbors=42025.04 | 97.52 | |
| DYGFORMERSampling method=Uni., Historical neighbors=42025.04 | 97.48 | |
| GRAPHMIXERSampling method=FLASH, Historical neighbors=42025.04 | 97.24 | |
| DYGFORMERSampling method=TASER, Historical neighbors=42025.04 | 97.09 | |
| TGATSampling method=FLASH, Historical neighbors=42025.04 | 96.43 | |
| GRAPHMIXERSampling method=NLB, Historical neighbors=42025.04 | 96.42 | |
| GRAPHMIXERSampling method=TASER, Historical neighbors=42025.04 | 96.12 | |
| GRAPHMIXERSampling method=Trunc., Historical neighbors=42025.04 | 96.06 | |
| TGATSampling method=Trunc., Historical neighbors=42025.04 | 94.85 | |
| TGATSampling method=NLB, Historical neighbors=42025.04 | 94.41 | |
| GRAPHMIXERSampling method=Uni., Historical neighbors=42025.04 | 93.56 | |
| TGATSampling method=TASER, Historical neighbors=42025.04 | 93.01 | |
| TGATSampling method=Uni., Historical neighbors=42025.04 | 92.3 |