Graph Classification on BACE 5-shot
51F1 ScoreGLIP-Mistral
Evaluation results
| Method | Links | |
|---|---|---|
| GLIP-MistralMethod Category=Ours, Backbone=Mistral, Shots=52026.06 | 51 | |
| TEA-GLM-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 49.55 | |
| GraphCLMethod Category=Graph Pretrain Method, Shots=52026.06 | 49.23 | |
| TEA-GLM-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 48.78 | |
| GLIP-QwenMethod Category=Ours, Backbone=Qwen, Shots=52026.06 | 47.58 | |
| GraphGPT-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 45.86 | |
| DGIMethod Category=Graph Pretrain Method, Shots=52026.06 | 43.12 | |
| GraphGPT-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 42.86 | |
| LLaGA-QwenMethod Category=Graph-LLM Method, Backbone=Qwen, Shots=52026.06 | 40.46 | |
| LLaGA-MistralMethod Category=Graph-LLM Method, Backbone=Mistral, Shots=52026.06 | 39.95 | |
| SimGRACEMethod Category=Graph Pretrain Method, Shots=52026.06 | 35.23 | |
| GraphMAEMethod Category=Graph Pretrain Method, Shots=52026.06 | 35.22 |