Knowledge Graph Question Answering on SimpleQuestions
75.1Hit@1KGA
Evaluation results
| Method | Links | |
|---|---|---|
| KGABackbone=Qwen2.5 0.5B2025.07 | 75.1 | |
| RoG2025.07 | 73.3 | |
| Character2025.07 | 70.3 | |
| ICLBackbone=Qwen2.5 0.5B, Protocol=In-context learning2025.07 | 67.3 | |
| AMPCNN2025.07 | 67.2 | |
| KnowPathBackbone=DeepSeek-V32025.07 | 65.3 | |
| MemNN2025.07 | 63.9 | |
| PoGBackbone=DeepSeek-V32025.07 | 63.9 | |
| CFO2025.07 | 62.6 | |
| ToGBackbone=DeepSeek-V32025.07 | 59.7 | |
| StructGPTBackbone=GPT-3.52025.07 | 50.2 | |
| IOPrompt2025.07 | 20 | |
| ZSLBackbone=Qwen2.5 0.5B, Protocol=Zero-shot learning2025.07 | 19.5 | |
| SC2025.07 | 18.9 |