Multi-hop Question Answering on Multi-hop RAG
86.07F1
IndexLM-4B
Updated 4d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.12 | 86.07 | - | - | - | - | - | |
2025.12 | 84.7 | - | - | - | - | - | |
2025.12 | 84.21 | - | - | - | - | - | |
2025.12 | 84 | - | - | - | - | - | |
2025.12 | 83.31 | - | - | - | - | - | |
2025.12 | 82.75 | - | - | - | - | - | |
2025.12 | 82.23 | - | - | - | - | - | |
2025.12 | 78.98 | - | - | - | - | - | |
2025.12 | 78.42 | - | - | - | - | - | |
2025.12 | 77.85 | - | - | - | - | - | |
2025.12 | 76.88 | - | - | - | - | - | |
2025.12 | 75.77 | - | - | - | - | - | |
2025.12 | 72.37 | - | - | - | - | - | |
2025.12 | 71.12 | - | - | - | - | - | |
2025.12 | 70.63 | - | - | - | - | - | |
2025.12 | 70.47 | - | - | - | - | - | |
2025.05 | 70.4 | 64.7 | 68.5 | - | - | - | |
2025.12 | 68.52 | - | - | - | - | - | |
2025.12 | 68.42 | - | - | - | - | - | |
2025.12 | 67.3 | 65.8 | - | - | - | - | |
2025.05 | 67.2 | 61.9 | 66.8 | - | - | - | |
2025.12 | 67.2 | 62.5 | - | - | - | - | |
2025.12 | 66.8 | 65.8 | - | - | - | - | |
2025.12 | 66.6 | 62.5 | - | - | - | - | |
2025.12 | 65.9 | 62.5 | - | - | - | - | |
2025.12 | 65.5 | 61.9 | - | - | - | - | |
2025.12 | 65.4 | 64.2 | - | - | - | - | |
2025.12 | 65.3 | 62.1 | - | - | - | - | |
2025.12 | 64.8 | 59.7 | - | - | - | - | |
2025.11 | 64.68 | - | - | - | 17,498.75 | 60.37 | |
2025.11 | 64.68 | - | - | - | 33,072.64 | 58.41 | |
2025.12 | 64.5 | 60.1 | - | - | - | - | |
2025.12 | 64.2 | 59.4 | - | - | - | - | |
2025.11 | 64.15 | - | - | - | 9,636.69 | 5.12 | |
2025.11 | 64.15 | - | - | - | 18,406.08 | 4.17 | |
2025.11 | 64.09 | - | - | - | 17,498.75 | 60.37 | |
2025.11 | 64.09 | - | - | - | 33,072.64 | 58.41 | |
2025.12 | 63.7 | 62.8 | - | - | - | - | |
2025.12 | 63.29 | - | - | - | - | - | |
2025.12 | 62.6 | 59.4 | - | - | - | - | |
2025.05 | 62.5 | 56.5 | 60.1 | - | - | - | |
2025.12 | 62.1 | 60.8 | - | - | - | - | |
2025.12 | 61.5 | 59.8 | - | - | - | - | |
2025.12 | 61.3 | 59.6 | - | - | - | - | |
2025.12 | 61.2 | 56.7 | - | - | - | - | |
2025.12 | 61.1 | 60.2 | - | - | - | - | |
2025.12 | 59.7 | 58 | - | - | - | - | |
2025.05 | 59.2 | 55.1 | 58.4 | - | - | - | |
2025.05 | 58.7 | 54.9 | 59.2 | - | - | - | |
2025.12 | 58.5 | 53 | - | - | - | - | |
2025.05 | 56.8 | 53.6 | 57.4 | - | - | - | |
2025.12 | 56.1 | 54.6 | - | - | - | - | |
2025.12 | 55.4 | 55.2 | - | - | - | - | |
2025.05 | 55.3 | 49.2 | 54.7 | - | - | - | |
2025.12 | 55 | 49.9 | - | - | - | - | |
2025.12 | 54.9 | 50.1 | - | - | - | - | |
2025.05 | 54.6 | 49.8 | 52.6 | - | - | - | |
2025.12 | 54.1 | 52.9 | - | - | - | - | |
2025.05 | 53.7 | 52.6 | 49.2 | - | - | - | |
2025.05 | 52.5 | 50.7 | 51.9 | - | - | - | |
2025.05 | 52.3 | 47.2 | 51.3 | - | - | - | |
2025.12 | 51.19 | - | - | - | - | - | |
2025.12 | 50.6 | 49.2 | - | - | - | - | |
2025.05 | 50.5 | 43.6 | 49.7 | - | - | - | |
2025.05 | 47.5 | 39.4 | 44.3 | - | - | - | |
2026.01 | - | - | 36.1 | 333 | - | - | |
2026.01 | - | - | 49.2 | 1,127 | - | - | |
2026.01 | - | - | 47 | 18,196 | - | - | |
2026.01 | - | - | 57.9 | 10,653 | - | - | |
2026.01 | - | - | 37.2 | - | - | - | |
2026.01 | - | - | 61.6 | - | - | - | |
2026.01 | - | - | 42.09 | - | - | - | |
2026.01 | - | - | 44.13 | - | - | - | |
2026.01 | - | - | 26.5 | - | - | - | |
2026.01 | - | - | 62 | - | - | - | |
2026.01 | - | - | 26.65 | - | - | - | |
2026.01 | - | - | 63.4 | - | - | - | |
2026.01 | - | - | 44.4 | - | - | - | |
2026.01 | - | - | 60.2 | - | - | - | |
2026.01 | - | - | 43.51 | - | - | - | |
2026.01 | - | - | 47.14 | - | - | - | |
2026.01 | - | - | 22.5 | - | - | - | |
2026.01 | - | - | 63.4 | - | - | - | |
2026.01 | - | - | 20.44 | - | - | - | |
2026.01 | - | - | 65.6 | - | - | - |