Knowledge Base Question Answering on WebQSP
96Hits@1
Logits-to-Logic
Updated 1d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2025.11 | 96 | - | - | 75.2 | - | |
2025.11 | 95.4 | - | - | 63.3 | - | |
2026.04 | 93.15 | - | - | - | - | |
2025.11 | 92.6 | - | - | 73.2 | - | |
2025.11 | 92.2 | - | - | 74.1 | - | |
2025.11 | 89.1 | - | - | 73.6 | - | |
2026.04 | 88.7 | - | - | 74.1 | - | |
2026.04 | 88.1 | - | - | 73.1 | - | |
2026.04 | 87.3 | - | - | - | - | |
2026.04 | 87.1 | - | - | 71.6 | - | |
2026.04 | 85.7 | - | - | - | - | |
2025.11 | 85.7 | - | - | 70.8 | - | |
2026.04 | 85.3 | - | - | 73.5 | - | |
2026.04 | 84.9 | - | - | - | - | |
2026.04 | 84.4 | - | - | - | - | |
2026.04 | 83.8 | - | - | - | - | |
2026.04 | 83.3 | - | - | - | - | |
2026.04 | 82.6 | - | - | - | - | |
2026.04 | 81.9 | - | - | - | - | |
| 81.34 | - | - | - | - | ||
2025.11 | 81.2 | - | - | 67.9 | - | |
2025.11 | 80.6 | - | - | 71.3 | - | |
2026.04 | 78.7 | - | - | - | - | |
2026.04 | 78.1 | - | - | - | - | |
| 77.43 | - | - | - | - | ||
2026.04 | 75.2 | - | - | 59 | - | |
2026.04 | 74.8 | - | - | - | - | |
2026.04 | 73.79 | - | - | - | - | |
2025.11 | 73.5 | - | - | 38.5 | - | |
2026.04 | 72.98 | - | - | - | - | |
2026.04 | 72.6 | - | - | - | - | |
2026.04 | 72.55 | - | - | - | - | |
2026.04 | 71.32 | - | - | - | - | |
2026.04 | 71.12 | - | - | - | - | |
2025.11 | 68.6 | - | - | 52.5 | - | |
2025.11 | 68.5 | - | - | 38.1 | - | |
2026.04 | 67.6 | - | - | 61.3 | - | |
2026.04 | 65.97 | - | - | - | - | |
2026.04 | 63.1 | - | - | 69.3 | - | |
2026.04 | 62.5 | - | - | 43.2 | - | |
2026.04 | 60.5 | - | - | 52.8 | - | |
2025.11 | 59.3 | - | - | 43.5 | - | |
2026.04 | 58.9 | - | - | 50.2 | - | |
2026.04 | 58.1 | - | - | 39.4 | - | |
2025.11 | 56.4 | - | - | 36.5 | - | |
2025.11 | 56.2 | - | - | 54.8 | - | |
2025.11 | 55.5 | - | - | 34.8 | - | |
2026.04 | 54.86 | - | - | - | - | |
2025.11 | 50.8 | - | - | 35.5 | - | |
2026.04 | 46.97 | - | - | - | - | |
2026.04 | 45.07 | - | - | - | - | |
2025.11 | 45 | - | - | 43.5 | - | |
2026.04 | 43.57 | - | - | - | - | |
2021.04 | - | - | - | 66.4 | - | |
2021.04 | - | - | - | 68.1 | - | |
2021.04 | - | - | - | 66.6 | - | |
2021.04 | - | 70.9 | 80.3 | 71.7 | 63.9 | |
2021.04 | - | 62.1 | 62.6 | 61.5 | 56.5 | |
2021.04 | - | 63.6 | 64.3 | 63 | 57.7 | |
2021.04 | - | 73.1 | 75.1 | 72.8 | 69.9 | |
2022.01 | - | - | - | 78.83 | - | |
2022.01 | - | - | - | 79.45 | - | |
2022.01 | - | - | - | 80.7 | - | |
2022.01 | - | - | - | 83.6 | - | |
2026.01 | - | - | - | - | 63.3 | |
2026.01 | - | - | - | - | 62.2 | |
2026.01 | - | - | - | - | 61.1 | |
2026.01 | - | - | - | - | 73.5 | |
2026.01 | - | - | - | - | 75.6 | |
2026.01 | - | - | - | - | 76.5 | |
2026.01 | - | - | - | - | 74.4 | |
2026.01 | - | - | - | - | 81.1 | |
2026.01 | - | - | - | - | 85.7 | |
2026.01 | - | - | - | - | 82.6 | |
2026.01 | - | - | - | - | 87.3 | |
2026.01 | - | - | - | - | 92.2 | |
2026.01 | - | - | - | - | 87.5 | |
2026.01 | - | - | - | - | 87 | |
2026.01 | - | - | - | - | 90.4 | |
2026.01 | - | - | - | - | 91 | |
2026.01 | - | - | - | - | 89.5 | |
2026.01 | - | - | - | - | 90.4 | |
2026.01 | - | - | - | - | 93.9 | |
2025.11 | - | - | - | 58.9 | - |