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Graph Classification on E-Commerce 5-shot

77.82F1 ScoreGLIP-Mistral
68.25270.73673.2275.704Jun 29, 2026

Evaluation results

MethodLinks
GLIP-MistralMethod Category=Ours, Backbone=Mistral, Shots=52026.0677.82
GLIP-QwenMethod Category=Ours, Backbone=Qwen, Shots=52026.0677.67
GraphMAEMethod Category=Graph Pretrain Method, Shots=52026.0675.28
DGIMethod Category=Graph Pretrain Method, Shots=52026.0674.23
SimGRACEMethod Category=Graph Pretrain Method, Shots=52026.0673.3
TEA-GLM-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.0673.15
GraphGPT-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.0672.92
GraphCLMethod Category=Graph Pretrain Method, Shots=52026.0672.73
GraphGPT-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.0672.73
LLaGA-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.0672.64
TEA-GLM-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.0669.62
LLaGA-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.0668.62