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ResearchFormerly WizWand

Graph Classification on MUTAG 50-shot

0.7319AUROCGP2F
0.6379880.6623690.686750.711131Feb 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GP2FEvaluation protocol=Adaptive Fusion Prompting, Pre-training dataset=PROTEINS2026.020.7319
GRACEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.020.7285
GRACEEvaluation protocol=Fine-tuning (FT), Pre-training dataset=PROTEINS2026.020.7244
GraphMAEEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.020.7212
GPFEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.719
EdgePromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.7106
DGIEvaluation protocol=Linear Probing (LP), Pre-training dataset=PROTEINS2026.020.699
GPPTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.6947
DAGPrompTEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.6764
GraphLoRA-SEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.6725
GraphPromptEvaluation protocol=Graph Prompting, Pre-training dataset=PROTEINS2026.020.6416