Fact Verification on MINE
84.73AccuracyHyper-KGGen+
Evaluation results
| Method | Links | |
|---|---|---|
| Hyper-KGGen+Backbone=Qwen32026.02 | 84.73 | |
| Hyper-KGGen+Backbone=GPT-4o-mini2026.02 | 83.67 | |
| Hyper-KGGenBackbone=GPT-4o-mini2026.02 | 82.17 | |
| Hyper-KGGenBackbone=Qwen32026.02 | 81.8 | |
| Hyper-RAGBackbone=GPT-4o-mini2026.02 | 81.73 | |
| HyperGraphRAGBackbone=GPT-4o-mini2026.02 | 80.53 | |
| Cog-RAGBackbone=GPT-4o-mini2026.02 | 80.2 | |
| Hyper-KGGen+Backbone=DeepSeek-V3.22026.02 | 80.2 | |
| Hyper-KGGenBackbone=DeepSeek-V3.22026.02 | 78.8 | |
| Hyper-RAGBackbone=Qwen32026.02 | 78.73 | |
| HyperGraphRAGBackbone=DeepSeek-V3.22026.02 | 77.4 | |
| Cog-RAGBackbone=Qwen32026.02 | 77.13 | |
| HyperGraphRAGBackbone=Qwen32026.02 | 76.73 | |
| Hyper-RAGBackbone=DeepSeek-V3.22026.02 | 76.6 | |
| RAKGBackbone=GPT-4o-mini2026.02 | 76.59 | |
| KGGenBackbone=GPT-4o-mini2026.02 | 75.4 | |
| KGGenBackbone=Qwen32026.02 | 75.27 | |
| RAKGBackbone=DeepSeek-V3.22026.02 | 74.86 | |
| Cog-RAGBackbone=DeepSeek-V3.22026.02 | 74.67 | |
| KGGenBackbone=DeepSeek-V3.22026.02 | 72.73 | |
| RAKGBackbone=Qwen32026.02 | 72.53 | |
| Hyper-KGGen+Backbone=Gemini-2.5-Flash2026.02 | 71.33 | |
| Hyper-KGGenBackbone=Gemini-2.5-Flash2026.02 | 70.6 | |
| HyperGraphRAGBackbone=Gemini-2.5-Flash2026.02 | 67.8 | |
| KGGenBackbone=Gemini-2.5-Flash2026.02 | 61.13 | |
| Cog-RAGBackbone=Gemini-2.5-Flash2026.02 | 60.13 | |
| RAKGBackbone=Gemini-2.5-Flash2026.02 | 60.07 | |
| Hyper-RAGBackbone=Gemini-2.5-Flash2026.02 | 59.93 |