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Transductive Future Edge Prediction on MOOC

92.75ROC-AUC

TGN + FLASH

Updated 19d ago

Evaluation Results

Method	Links
TGN + FLASH 2025.04		92.75
TGN + NLB 2025.04		92.45
TGN + TASER 2025.04		92.38
TGN + FLASH 2025.04		92.26
TGN + TASER 2025.04		92.16
TGN + Trunc. 2025.04		91.92
TGN + Trunc. 2025.04		91.77
TGN + NLB 2025.04		91.71
TGN + Uni. 2025.04		86.95
FREEDYG + Trunc. 2025.04		86.65
TGN + Uni. 2025.04		86.32
FREEDYG + FLASH 2025.04		86.31
DYGFORMER + FLASH 2025.04		85.68
FREEDYG + FLASH 2025.04		85.47
DYGFORMER + Trunc. 2025.04		84.96
FREEDYG + Trunc. 2025.04		84.94
DYGFORMER + Uni. 2025.04		84.91
DYGFORMER + TASER 2025.04		84.19
FREEDYG + NLB 2025.04		83.22
FREEDYG + TASER 2025.04		83.08
DYGFORMER + FLASH 2025.04		82.85
DYGFORMER + NLB 2025.04		82.81
GRAPHMIXER + FLASH 2025.04		82.67
GRAPHMIXER + Trunc. 2025.04		82.61
DYGFORMER + Uni. 2025.04		82.24
DYGFORMER + Trunc. 2025.04		82.23
GRAPHMIXER + FLASH 2025.04		81.95
GRAPHMIXER + Trunc. 2025.04		81.92
TGAT + FLASH 2025.04		81.52
GRAPHMIXER + TASER 2025.04		81.44
DYGFORMER + TASER 2025.04		81.35
TGAT + Trunc. 2025.04		81.28
TGAT + FLASH 2025.04		81.02
GRAPHMIXER + NLB 2025.04		80.98
TGAT + Trunc. 2025.04		80.6
DYGFORMER + NLB 2025.04		80.52
GRAPHMIXER + TASER 2025.04		80.24
GRAPHMIXER + NLB 2025.04		79.89
TGAT + NLB 2025.04		78.84
TGAT + NLB 2025.04		78.37
FREEDYG + TASER 2025.04		77.2
FREEDYG + Uni. 2025.04		73.95
GRAPHMIXER + Uni. 2025.04		71.54
TGAT + TASER 2025.04		70.83
FREEDYG + Uni. 2025.04		70.3
TGAT + TASER 2025.04		68.92
GRAPHMIXER + Uni. 2025.04		68.54
TGAT + Uni. 2025.04		64.55
TGAT + Uni. 2025.04		63.23