Multi-hop Question Answering on 2WikiMQA
76.4F1 Score
CIRAG
Updated 2d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.01 | 76.4 | - | - | - | - | - | 67.1 | - | |
2026.02 | 75.6 | - | - | - | - | 85.4 | - | - | |
2026.01 | 75.6 | - | - | - | - | - | 65.8 | - | |
2026.01 | 75.08 | - | - | - | - | - | 63 | - | |
2026.01 | 74.1 | 78.4 | - | 71.2 | - | - | 61.2 | - | |
2025.12 | 74 | - | - | - | - | 77.3 | - | - | |
2026.01 | 73.69 | - | - | - | - | - | 64 | - | |
2026.02 | 72 | - | - | - | - | 80.2 | - | - | |
2026.02 | 71.9 | - | - | - | - | 82.6 | - | - | |
2026.01 | 71.59 | - | - | - | - | - | 60.5 | - | |
2025.12 | 71.1 | - | - | - | - | 73.5 | - | - | |
2025.12 | 70.9 | - | - | - | - | 73.4 | - | - | |
2025.12 | 70.6 | - | - | - | - | 72.2 | - | - | |
2025.12 | 70.1 | - | - | - | - | 72.6 | - | - | |
2026.01 | 69.8 | 75.2 | - | 67.5 | - | - | 57.6 | - | |
2026.01 | 69.5 | - | - | - | - | - | 59 | - | |
2025.12 | 69.5 | - | - | - | - | 71.5 | - | - | |
2026.02 | 69.4 | - | - | - | - | 78.4 | - | - | |
2025.12 | 69.1 | - | - | - | - | 71.8 | - | - | |
2026.02 | 68.7 | - | - | - | - | 78.2 | - | - | |
2025.12 | 68.7 | - | - | - | - | 70.4 | - | - | |
2026.02 | 67.7 | - | - | - | - | 76 | - | - | |
2026.02 | 67.6 | - | - | - | - | 75.1 | - | - | |
2026.02 | 66.9 | - | - | - | - | 76.8 | - | - | |
2026.01 | 65.7 | - | - | - | - | - | 55.3 | - | |
2026.01 | 65.6 | - | - | - | - | - | 53.8 | - | |
2026.01 | 64.83 | - | - | - | - | - | 55.21 | - | |
2026.02 | 64.8 | - | - | - | - | 73.6 | - | - | |
2026.01 | 64.4 | 69.2 | - | 61.4 | - | - | 50.6 | - | |
2026.02 | 64.2 | - | - | - | - | 75.1 | - | - | |
2026.02 | 63.9 | - | - | - | - | 71.8 | - | - | |
2026.02 | 63.7 | - | - | - | - | 73.3 | - | - | |
2026.02 | 63.3 | - | - | - | - | 72.8 | - | - | |
2026.01 | 62.93 | - | - | - | - | - | 55.14 | - | |
2026.01 | 62.55 | - | - | - | - | - | 52 | - | |
2026.02 | 62.4 | - | - | - | - | 71.8 | - | - | |
2026.01 | 62.39 | - | - | - | - | - | 49 | - | |
2026.01 | 62.38 | - | - | - | - | - | 48 | - | |
2026.01 | 62.3 | - | - | - | - | - | 51.7 | - | |
2026.01 | 61.64 | - | - | - | - | - | 52.2 | - | |
2026.01 | 61.2 | 63 | - | 57.5 | - | - | 48.4 | - | |
2026.01 | 60.49 | - | - | - | - | - | 50 | - | |
2026.01 | 59.4 | - | - | - | - | - | 52.1 | - | |
2026.01 | 58.7 | - | - | - | - | - | 52.4 | - | |
2026.02 | 58.6 | - | - | - | - | 67.1 | - | - | |
2026.01 | 58.43 | - | - | - | - | - | 50.5 | - | |
2026.01 | 57.81 | - | - | - | - | - | 46 | - | |
2026.01 | 56.88 | - | - | - | - | - | 38.5 | - | |
2026.01 | 56.65 | - | - | - | - | - | 45.8 | - | |
2026.01 | 56.54 | - | - | - | - | - | 50.5 | - | |
2026.02 | 56.47 | - | - | - | - | - | 50.39 | - | |
2026.01 | 56.2 | 56.2 | - | 52.5 | - | - | 45.2 | - | |
2026.03 | 56 | 61 | - | - | - | - | 44 | - | |
2026.01 | 55.3 | 55.8 | - | 52.4 | - | - | 46.2 | - | |
2026.01 | 55.16 | - | - | - | - | - | 45.5 | - | |
2026.01 | 55.01 | - | - | - | - | - | 44 | - | |
2026.02 | 54.89 | - | - | - | - | - | 48.66 | - | |
2026.01 | 54.7 | 53.8 | - | 50.2 | - | - | 42.2 | - | |
2025.12 | 54.5 | - | - | - | - | 57.6 | - | - | |
2026.01 | 53.72 | - | - | - | - | - | 43.4 | - | |
2025.02 | 52.73 | 56 | - | - | - | - | - | - | |
2026.01 | 52.7 | - | - | - | - | - | 36.9 | - | |
2026.03 | 52.3 | 55.5 | - | - | - | - | 41.5 | - | |
2026.01 | 52.11 | - | - | - | - | - | 43.5 | - | |
2026.01 | 52.1 | - | - | - | - | - | 40.5 | - | |
2026.01 | 51.4 | 50 | - | 47.7 | - | - | 41.8 | - | |
2026.02 | 51.3 | - | - | - | - | 61.6 | - | - | |
2026.01 | 50.61 | - | - | - | - | - | 42.5 | - | |
2026.01 | 50.53 | - | - | - | - | - | 39.5 | - | |
2026.01 | 50.4 | - | - | - | - | - | 44.7 | - | |
2025.02 | 49.75 | 46.4 | - | - | - | - | - | - | |
2026.01 | 49.67 | - | - | - | - | - | 39.2 | - | |
2026.01 | 49.55 | - | - | - | - | - | 40.6 | - | |
2025.12 | 49.2 | - | - | - | - | 51.9 | - | - | |
2026.02 | 48.32 | - | - | - | - | - | 39.52 | - | |
2026.01 | 47.1 | - | - | - | - | - | 39.2 | - | |
2026.01 | 46.46 | - | - | - | - | - | 40.5 | - | |
2026.01 | 46.36 | - | - | - | - | - | 36.5 | - | |
2025.02 | 45.95 | 46.7 | - | - | - | - | - | - | |
2026.02 | 45.87 | - | - | - | - | - | 30.25 | - | |
2026.01 | 45.8 | - | - | - | - | - | 36 | - | |
2026.01 | 45.7 | - | - | - | - | - | 36.4 | - | |
2026.02 | 45.66 | - | - | - | - | - | 40.24 | - | |
2026.02 | 45.24 | - | - | - | - | - | 39.63 | - | |
2026.03 | 45.2 | 45.2 | - | - | - | - | 36.2 | - | |
2026.02 | 45.04 | - | - | - | - | - | 37.06 | - | |
2026.02 | 44.72 | - | - | - | - | - | 37.25 | - | |
2026.01 | 44.69 | - | - | - | - | - | 37.8 | - | |
2026.02 | 44.2 | - | - | - | - | - | 36.69 | - | |
2026.01 | 43.74 | - | - | - | - | - | 38.2 | - | |
2026.02 | 43.6 | - | - | - | - | - | 32.94 | - | |
2025.02 | 43.5 | 43.8 | - | - | - | - | - | - | |
2026.01 | 43.47 | - | - | - | - | - | 32.8 | - | |
2026.01 | 43.15 | - | - | - | - | - | 37.6 | - | |
2026.02 | 43.12 | - | - | - | - | - | 28.81 | - | |
2026.01 | 43.1 | - | - | - | - | - | 35.2 | - | |
2026.02 | 42.98 | - | - | - | - | - | 35.53 | - | |
2025.02 | 42.8 | 38.2 | - | - | - | - | - | - | |
2026.03 | 42.3 | 43.5 | - | - | - | - | 32.5 | - | |
2026.02 | 42.25 | - | - | - | - | - | 28.43 | - |
Showing 100 of 220 rows