Knowledge Graph Question Answering on CWQ
79.3Hit@1
S-Path-RAG +Iterative
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.03 | 79.3 | 76.9 | - | - | 97.3 | - | - | - | |
2026.03 | 77.9 | 75.2 | - | - | 95.7 | - | - | - | |
2026.01 | 75.8 | 61.7 | - | - | - | - | - | - | |
2025.12 | 75.2 | - | - | - | - | - | - | - | |
2026.03 | 73.8 | 70.9 | - | - | 69.7 | - | - | - | |
2025.02 | 72.9 | 62.6 | - | - | - | - | - | - | |
2026.01 | 72.7 | 60.9 | - | - | - | - | - | - | |
2026.01 | 72.3 | 64.5 | - | - | - | - | - | - | |
2025.12 | 72.2 | 69.8 | - | - | - | - | - | - | |
2025.12 | 71.5 | 64.3 | - | - | - | - | - | - | |
2025.12 | 71.5 | 65.8 | - | - | - | - | - | - | |
2024.05 | 71.47 | 64.32 | - | - | - | - | - | - | |
2025.10 | 70.74 | - | - | - | - | - | 62.31 | 66.69 | |
2024.05 | 70.42 | - | - | - | - | - | - | - | |
2026.03 | 69.5 | 62.6 | - | - | 83.7 | - | - | - | |
2024.03 | 69 | - | - | - | - | - | - | - | |
2024.05 | 68.51 | 60.2 | - | - | - | - | - | - | |
2026.01 | 68.5 | - | - | - | - | - | - | - | |
2025.12 | 68.5 | 60.2 | - | - | - | - | - | - | |
2025.10 | 68.3 | - | - | - | - | - | 58.6 | - | |
2026.01 | 68.1 | 59.2 | - | - | - | - | - | - | |
2025.10 | 67.6 | - | - | - | - | - | - | - | |
2024.05 | 67.14 | - | - | - | - | - | - | - | |
2024.03 | 67 | - | - | - | - | - | - | - | |
2025.10 | 66.8 | - | - | - | - | - | 59.4 | - | |
2025.10 | 66.69 | - | - | - | - | - | 59.08 | 66.57 | |
2025.10 | 66.49 | 53.21 | - | 1.25 | - | - | - | - | |
| 66.21 | - | - | - | - | - | 59.31 | 58.06 | ||
2026.03 | 66.2 | 58.9 | - | - | 89.7 | - | - | - | |
2026.01 | 66 | 57.3 | - | - | - | - | - | - | |
2025.10 | 65.3 | - | - | - | - | - | 59.25 | 57.18 | |
2025.10 | 64.82 | - | - | - | - | - | 55.12 | - | |
| 64.52 | - | - | - | - | - | 59.18 | 60.07 | ||
2025.10 | 63.61 | 54.92 | - | 2 | - | - | - | - | |
2024.05 | 63.12 | 61.78 | - | - | - | - | - | - | |
2026.03 | 62.8 | 60.4 | - | - | 79.3 | - | - | - | |
2025.02 | 62.6 | 56.2 | - | - | - | - | - | - | |
2024.03 | 62.6 | - | - | - | - | - | - | - | |
2025.12 | 62.6 | 56.2 | - | - | - | - | - | - | |
2026.02 | 62.5 | - | - | - | - | - | - | - | |
2026.01 | 62 | 54.1 | - | - | - | - | - | - | |
2025.10 | 62 | - | - | - | - | - | - | - | |
2025.10 | 61.94 | - | - | - | - | - | 54.63 | 55.15 | |
2026.03 | 61.7 | 59.4 | - | - | 75.6 | - | - | - | |
2024.05 | 61.39 | 56.17 | - | - | - | - | - | - | |
2025.10 | 60.55 | - | - | - | - | - | 53.87 | 54.51 | |
2026.01 | 60.3 | 50.4 | - | - | - | - | - | - | |
2026.02 | 59.3 | - | - | - | - | - | - | - | |
2026.03 | 58.9 | 53 | - | - | 81.2 | - | - | - | |
2025.10 | 58.41 | - | - | - | - | - | 48.33 | 66.12 | |
2026.03 | 57.8 | 56.2 | - | - | 77.3 | - | - | - | |
2026.01 | 57.6 | - | - | - | - | - | - | - | |
2026.02 | 57.6 | - | - | - | - | - | - | - | |
2026.03 | 57.6 | 51.8 | - | - | 80.3 | - | - | - | |
2024.05 | 57.59 | 56.96 | - | - | - | - | - | - | |
2025.10 | 56.98 | 47.16 | - | 3 | - | - | - | - | |
2025.02 | 55.7 | - | - | - | - | - | - | - | |
2025.10 | 55.7 | - | - | 6.33 | - | - | - | - | |
2026.03 | 55.7 | 50.1 | - | - | 77.4 | - | - | - | |
2025.10 | 55.7 | - | - | - | - | - | - | - | |
2024.03 | 55.6 | - | - | - | - | - | - | - | |
2025.12 | 55.6 | 49.9 | - | - | - | - | - | - | |
| 54.82 | - | - | - | - | - | 45.28 | 60.04 | ||
2026.03 | 54.8 | 49.3 | - | - | 79.6 | - | - | - | |
2025.12 | 54.3 | 49.6 | - | - | - | - | - | - | |
2026.02 | 54.3 | - | - | - | - | - | - | - | |
2026.03 | 54.3 | 48.9 | - | - | 78.5 | - | - | - | |
2024.05 | 53.92 | - | - | - | - | - | - | - | |
2025.10 | 53.83 | 45.97 | - | 5 | - | - | - | - | |
2023.10 | 53.6 | 49.5 | - | - | - | - | - | - | |
2025.10 | 53.6 | - | - | 7.5 | - | - | - | - | |
2024.05 | 53.51 | 44.76 | - | - | - | - | - | - | |
2024.05 | 53.42 | 50.32 | - | - | - | - | - | - | |
2026.03 | 53.4 | 48.1 | - | - | 78.1 | - | - | - | |
2026.03 | 53.3 | 49.7 | - | - | 83.5 | - | - | - | |
2022.10 | 52.9 | - | - | - | - | - | - | - | |
2023.10 | 52.9 | - | - | - | - | - | - | - | |
2026.03 | 52.9 | 47.8 | - | - | 82.8 | - | - | - | |
2024.03 | 52.1 | - | - | - | - | - | - | - | |
2026.03 | 52.1 | 48.3 | - | - | 81.4 | - | - | - | |
2024.05 | 51.52 | 43.7 | - | - | - | - | - | - | |
2025.10 | 51.51 | 45.18 | - | 6.75 | - | - | - | - | |
2025.12 | 51.4 | 47.6 | - | - | - | - | - | - | |
2025.12 | 51.2 | 49.1 | - | - | - | - | - | - | |
2026.03 | 51.2 | 49.1 | - | - | 82.1 | - | - | - | |
2024.03 | 50.7 | - | - | - | - | - | - | - | |
2026.02 | 50.7 | - | - | - | - | - | - | - | |
2024.05 | 50.5 | - | - | - | - | - | - | - | |
2025.02 | 50.2 | 47.1 | - | - | - | - | - | - | |
2025.12 | 50.2 | 47.1 | - | - | - | - | - | - | |
2026.03 | 50.2 | 47.1 | - | - | 80.2 | - | - | - | |
2025.02 | 49.3 | 46.3 | - | - | - | - | - | - | |
2024.03 | 49.3 | - | - | - | - | - | - | - | |
2025.12 | 49.3 | 46.3 | - | - | - | - | - | - | |
2023.10 | 49.2 | - | - | - | - | - | - | - | |
2026.03 | 48.9 | 45.3 | - | - | 73.4 | - | - | - | |
2026.03 | 48.9 | 44 | - | - | 75.7 | - | - | - | |
2025.02 | 48.8 | 43.3 | - | - | - | - | - | - | |
2021.01 | 48.8 | - | - | - | - | - | - | - | |
2022.10 | 48.8 | - | - | - | - | - | - | - |
Showing 100 of 205 rows