Long-form Question Answering on Retrieval-style queries
87PrecisionRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAGModel=GPT-4o mini, k=1, size=5122026.04 | 87 | 53.2 | 61.6 | |
| RAGModel=GPT-5.2, k=1, size=5122026.04 | 85.2 | 52.3 | 60.3 | |
| RAGModel=GPT-4o mini, k=1, size=10242026.04 | 83.3 | 49.5 | 57.9 | |
| RAGModel=GPT-5.2, k=1, size=10242026.04 | 83.3 | 49.5 | 57.9 | |
| HLTMModel=GPT-5.22026.04 | 79.7 | 78.5 | 73.9 | |
| RAGModel=GPT-4o mini, k=1, size=20482026.04 | 77.8 | 46.5 | 54.7 | |
| RAGModel=GPT-5.2, k=1, size=20482026.04 | 77.8 | 46.5 | 54.7 | |
| HLTMModel=GPT-4o mini2026.04 | 76.1 | 75.7 | 71.2 | |
| RAGModel=GPT-4o mini, k=3, size=10242026.04 | 72.8 | 77.1 | 70 | |
| RAGModel=GPT-4o mini, k=3, size=5122026.04 | 71.9 | 77.2 | 68.9 | |
| RAGModel=GPT-4o mini, k=3, size=20482026.04 | 71.3 | 73.4 | 67.6 | |
| RAGModel=GPT-5.2, k=3, size=10242026.04 | 68.5 | 65.6 | 61.9 | |
| RAGModel=GPT-5.2, k=3, size=20482026.04 | 68.5 | 69.7 | 63.6 | |
| Full-contextModel=GPT-5.22026.04 | 67.6 | 87 | 71.9 | |
| SimpleMemModel=GPT-5.22026.04 | 66.1 | 66.1 | 62.2 | |
| RAGModel=GPT-5.2, k=3, size=5122026.04 | 64.8 | 65.1 | 59.5 | |
| HippoRAGModel=GPT-5.22026.04 | 62.3 | 70.5 | 61.2 | |
| Mem0Model=GPT-5.22026.04 | 62.3 | 53.8 | 52 | |
| RAPTORModel=GPT-5.22026.04 | 61 | 59.3 | 55.4 | |
| ReadAgentModel=GPT-4o mini2026.04 | 57.2 | 77.9 | 61.2 | |
| A-MemModel=GPT-5.22026.04 | 55.8 | 62.4 | 53.7 | |
| A-MemModel=GPT-4o mini2026.04 | 54.2 | 68.2 | 56.3 | |
| HippoRAGModel=GPT-4o mini2026.04 | 51.6 | 73.3 | 55.9 | |
| RAPTORModel=GPT-4o mini2026.04 | 51.4 | 58.3 | 50.9 | |
| Full-contextModel=GPT-4o mini2026.04 | 49 | 83.1 | 57.2 | |
| ReadAgentModel=GPT-5.22026.04 | 46.2 | 60.9 | 46.9 | |
| SimpleMemModel=GPT-4o mini2026.04 | 33 | 46.9 | 35 | |
| Mem0Model=GPT-4o mini2026.04 | 21.6 | 19.2 | 17.6 | |
| GraphRAGModel=GPT-4o mini2026.04 | 13.9 | 13 | 11.6 |