Reading Comprehension on MultiHop-RAG
74.33AccuracyHyGRAG +Inference
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyGRAG +InferenceBackbone=Llama-3.1-8B-Instruct2026.06 | 74.33 | 44.09 | |
| HyGRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 73.79 | 44.05 | |
| HippoRAG2Backbone=Llama-3.1-8B-Instruct2026.06 | 61.66 | 33.72 | |
| ArchRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 60.64 | 33.44 | |
| HippoRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 58.88 | 31.36 | |
| RAPTORBackbone=Llama-3.1-8B-Instruct2026.06 | 58.72 | 37.88 | |
| EraRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 58.67 | 37.89 | |
| VanillaRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 58.49 | 37.52 | |
| RAPTOR-KBackbone=Llama-3.1-8B-Instruct2026.06 | 57.82 | 37.45 | |
| HiRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 54 | 38.09 | |
| L-LightRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 53.05 | 37.38 | |
| L-GraphRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 53.01 | 36.78 | |
| H-LightRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 52.86 | 36.84 | |
| G-LightRAGBackbone=Llama-3.1-8B-Instruct2026.06 | 52.15 | 35.42 | |
| CoTBackbone=Llama-3.1-8B-Instruct2026.06 | 28.13 | 21.01 | |
| Zero-shotBackbone=Llama-3.1-8B-Instruct2026.06 | 27.93 | 20.84 |