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ResearchFormerly WizWand

Node Classification on artnet-exp (RL split)

0.5039AccuracyG2T-LimiX
0.113380.2147650.316150.417535Aug 28, 2025
Updated 4mo ago

Evaluation results

MethodLinks
G2T-LimiXEvaluation Protocol=Fine-Tuning (FT)2025.080.5039—
G2T-TabPFNv2.5Evaluation Protocol=In-Context Learning (ICL)2025.080.4933—
G2T-LimiXEvaluation Protocol=In-Context Learning (ICL)2025.080.4842—
G2T-TabPFNv2Evaluation Protocol=Fine-Tuning (FT)2025.080.4753—
GT2025.080.4641—
LightGBM-NFA2025.080.4613—
G2T-TabPFNv2Evaluation Protocol=In-Context Learning (ICL)2025.080.4573—
GraphSAGE2025.080.4514—
GAT2025.080.4506—
GCN2025.080.4486—
TS-GNNEvaluation Protocol=In-Context Learning (ICL)2025.080.2044—
MDGFMEvaluation Protocol=Fine-Tuning (FT)2025.080.1699—
SAMGPTEvaluation Protocol=Fine-Tuning (FT)2025.080.162—
OpenGraphEvaluation Protocol=In-Context Learning (ICL)2025.080.1516—
GCOPEEvaluation Protocol=Fine-Tuning (FT)2025.080.1492—
AnyGraphEvaluation Protocol=In-Context Learning (ICL)2025.080.1284—