Graph Classification on BBBP 5-shot
59.81F1 ScoreGLIP-Mistral
Evaluation results
| Method | Links | |
|---|---|---|
| GLIP-MistralMethod Category=Ours, Backbone=Mistral, Shots=52026.06 | 59.81 | |
| GLIP-QwenMethod Category=Ours, Backbone=Qwen, Shots=52026.06 | 58.32 | |
| TEA-GLM-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 57.32 | |
| GraphGPT-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 56.67 | |
| TEA-GLM-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 55.21 | |
| GraphCLMethod Category=Graph Pretrain Method, Shots=52026.06 | 54.86 | |
| GraphGPT-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 54.67 | |
| SimGRACEMethod Category=Graph Pretrain Method, Shots=52026.06 | 52.39 | |
| DGIMethod Category=Graph Pretrain Method, Shots=52026.06 | 49.08 | |
| GraphMAEMethod Category=Graph Pretrain Method, Shots=52026.06 | 43.92 | |
| LLaGA-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 43.37 | |
| LLaGA-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 43.34 |