Hallucination Detection on HaluEval
83.6F1 Score
CausalGaze
Updated 4d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2026.04 | 83.6 | 0.922 | - | |
2026.04 | 82.92 | 0.9127 | - | |
2026.04 | 81.2 | 0.8047 | - | |
2026.04 | 80.58 | 0.9065 | - | |
2026.04 | 80.32 | 0.8346 | - | |
2026.04 | 80.3 | 0.8647 | - | |
2026.04 | 80.01 | 0.928 | - | |
2026.04 | 78.84 | 0.7799 | - | |
2026.04 | 77.3 | 0.8003 | - | |
2026.04 | 77.29 | 0.788 | - | |
2025.11 | 75 | - | 74.19 | |
2025.11 | 74.17 | - | 74 | |
2025.11 | 72.85 | - | 73.49 | |
2025.11 | 71.92 | - | 69.36 | |
2025.11 | 71.88 | - | 70 | |
2025.11 | 71.5 | - | 70.5 | |
2025.11 | 71.33 | - | 70.55 | |
2025.11 | 70.73 | - | 65.96 | |
2026.04 | 70.65 | 0.6685 | - | |
2025.11 | 70.6 | - | 69 | |
2025.11 | 70.56 | - | 60.64 | |
2025.11 | 69.48 | - | 56.67 | |
2026.04 | 69.36 | 0.7738 | - | |
2025.11 | 68.95 | - | 62.02 | |
2026.04 | 68.65 | 0.682 | - | |
2026.04 | 68.5 | 0.7371 | - | |
2025.11 | 68.31 | - | 65.67 | |
2026.04 | 68.08 | 0.6634 | - | |
2025.11 | 67.83 | - | 55.05 | |
2025.11 | 67.8 | - | 66.5 | |
2025.11 | 67.6 | - | 70.3 | |
2025.11 | 67.43 | - | 51.37 | |
2025.11 | 67.2 | - | 59 | |
2025.11 | 66.96 | - | 50.67 | |
2025.11 | 66.83 | - | 50.71 | |
2025.11 | 66.67 | - | 50.67 | |
2025.11 | 66.67 | - | 50 | |
2025.11 | 66.67 | - | 50 | |
2025.11 | 66.67 | - | 51.33 | |
2025.11 | 66.33 | - | 53 | |
2025.11 | 66.14 | - | 57.34 | |
2025.11 | 66.1 | - | 57.6 | |
2025.11 | 66 | - | 54.67 | |
2026.04 | 65.91 | 0.667 | - | |
2026.04 | 65.8 | 0.7156 | - | |
2025.11 | 65.63 | - | 55.7 | |
2026.04 | 65.44 | 0.6678 | - | |
2025.11 | 64.47 | - | 49.82 | |
2026.04 | 63.57 | 0.6729 | - | |
2026.04 | 63.43 | 0.684 | - | |
2025.11 | 63.4 | - | 51.2 | |
2026.04 | 63.27 | 0.6538 | - | |
2026.04 | 63.16 | 0.9141 | - | |
2025.11 | 62.3 | - | 55.94 | |
2025.11 | 62.2 | - | 70.3 | |
2025.11 | 61.74 | - | 51.67 | |
2026.04 | 61.5 | 0.5648 | - | |
2026.04 | 59.52 | 0.558 | - | |
2026.04 | 58.8 | 0.596 | - | |
2026.04 | 58.7 | 0.5373 | - | |
2025.11 | 57.05 | - | 56.33 | |
2026.04 | 56.59 | 0.595 | - | |
2026.04 | 56.43 | 0.5739 | - | |
2026.04 | 54.5 | 0.5683 | - | |
2026.04 | 53.98 | 0.5292 | - | |
2025.11 | 52.7 | - | 64.5 | |
2026.04 | 52.44 | 0.5525 | - | |
2026.04 | 51.67 | 0.534 | - | |
2025.11 | 51.4 | - | 64 | |
2026.04 | 50.2 | 0.526 | - | |
2025.11 | 44.7 | - | 62.3 | |
2025.11 | 43.3 | - | 43.8 | |
2025.11 | 33.5 | - | 59.3 | |
2025.11 | 32 | - | 56.5 | |
2025.11 | 22 | - | 54 | |
2025.07 | - | 0.772 | - | |
2025.07 | - | 0.7016 | - | |
2025.07 | - | 0.8021 | - | |
2025.07 | - | 0.7538 | - | |
2025.07 | - | 0.6689 | - | |
2025.07 | - | 0.7917 | - |