Share your thoughts, 1 month free Claude Pro on usSee more

Transductive Future Link Prediction on UCI

98.8AP

DyG2Vec

Updated 19d ago

Evaluation Results

Method	Links
DyG2Vec 2022.10		98.8
DyG2Vec 2022.10		97.6
FREEDYG + FLASH 2025.04		95.86
FREEDYG + Trunc. 2025.04		95.21
FREEDYG + Uni. 2025.04		95.21
TGN + FLASH 2025.04		95.17
FREEDYG + NLB 2025.04		95.17
NAT 2022.10		94.4
CaW 2022.10		93.9
TGN + Trunc. 2025.04		93.34
TGN + Uni. 2025.04		93.34
GRAPHMIXER + FLASH 2025.04		93.21
GraphMixer 2022.10		93.2
FREEDYG + TASER 2025.04		93.15
GRAPHMIXER + Trunc. 2025.04		93.14
DYGFORMER + FLASH 2025.04		92.96
TGN + NLB 2025.04		92.91
GRAPHMIXER + NLB 2025.04		92.51
TGN + TASER 2025.04		89.86
DYGFORMER + Trunc. 2025.04		89.61
DYGFORMER + Uni. 2025.04		89.61
DYGFORMER + NLB 2025.04		89.12
GRAPHMIXER + TASER 2025.04		88.59
DYGFORMER + TASER 2025.04		88.15
TGAT + FLASH 2025.04		87.84
JODIE 2022.10		86.9
TGN 2022.10		84.3
TGAT 2022.10		83.5
TGAT + Trunc. 2025.04		79.74
TGAT + NLB 2025.04		77.8
GRAPHMIXER + Uni. 2025.04		71.27
TGAT + TASER 2025.04		70.62
TGAT + Uni. 2025.04		60.42
DyRep 2022.10		52.4