Hallucination Detection on HaluEval (test)
97.1AUC-ROC
CDES
Updated 3d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.05 | 97.1 | - | - | |
2025.05 | 97.1 | - | - | |
2025.05 | 96.9 | - | - | |
2025.05 | 96 | - | - | |
2025.05 | 95.4 | - | - | |
2025.05 | 95.4 | - | - | |
2025.05 | 95.4 | - | - | |
2025.05 | 95.3 | - | - | |
2025.05 | 94.5 | - | - | |
2025.05 | 94.1 | - | - | |
2025.05 | 93.9 | - | - | |
2025.05 | 93.8 | - | - | |
2025.05 | 93.7 | - | - | |
2025.05 | 93.7 | - | - | |
2025.05 | 93.5 | - | - | |
2025.05 | 93.4 | - | - | |
2025.05 | 93.1 | - | - | |
2025.05 | 93.1 | - | - | |
2025.05 | 92.9 | - | - | |
2025.05 | 92.8 | - | - | |
2025.05 | 92.6 | - | - | |
2025.05 | 92.4 | - | - | |
2025.05 | 92.1 | - | - | |
2025.05 | 92.1 | - | - | |
2025.05 | 91.4 | - | - | |
2025.05 | 91.2 | - | - | |
2025.05 | 91 | - | - | |
2025.05 | 90.5 | - | - | |
2025.05 | 90.5 | - | - | |
2025.05 | 90.1 | - | - | |
2025.05 | 89.5 | - | - | |
2025.05 | 89.5 | - | - | |
2025.05 | 89.4 | - | - | |
2025.05 | 88.3 | - | - | |
2025.05 | 87 | - | - | |
2025.05 | 86.1 | - | - | |
2026.01 | 80.79 | 79.54 | 68.51 | |
2026.01 | 78.15 | 74.15 | 61.14 | |
2025.05 | 78.1 | - | - | |
2025.05 | 76.9 | - | - | |
2025.05 | 76 | - | - | |
2025.05 | 76 | - | - | |
2025.05 | 75.8 | - | - | |
2026.01 | 75.72 | 72.89 | 63.15 | |
2025.05 | 75.2 | - | - | |
2026.01 | 74.62 | 68.33 | 64.4 | |
2025.05 | 74.5 | - | - | |
2026.01 | 73.43 | 71.19 | 54.8 | |
2025.05 | 73.3 | - | - | |
2025.05 | 72.6 | - | - | |
2026.01 | 72.01 | 71.97 | 60.64 | |
2025.05 | 71.9 | - | - | |
2026.01 | 71.33 | 67.63 | 53.15 | |
2025.05 | 71.3 | - | - | |
2025.05 | 70.5 | - | - | |
2026.01 | 67.95 | 64.93 | 52.21 | |
2026.01 | 65.77 | 63.01 | 45.47 | |
2026.01 | 65.44 | 63.13 | 48.23 | |
2026.01 | 65.24 | 63.52 | 54.33 | |
2026.01 | 65.18 | 63.53 | 48.09 | |
2026.01 | 65.15 | 63.71 | 54.61 | |
2026.01 | 64.89 | 60.72 | 46.39 | |
2026.01 | 64.54 | 60.89 | 45.13 | |
2025.05 | 64.4 | - | - | |
2026.01 | 64.37 | 60.92 | 50.86 | |
2026.01 | 64.29 | 61.83 | 45.49 | |
2026.01 | 63.93 | 61.33 | 51.87 | |
2026.01 | 63.61 | 61.16 | 44.75 | |
2025.05 | 63.1 | - | - | |
2026.01 | 62.85 | 60.59 | 43.85 | |
2026.01 | 62.74 | 61.61 | 52.01 | |
2026.01 | 62.66 | 60.3 | 46.42 | |
2025.05 | 62.5 | - | - | |
2025.05 | 62.3 | - | - | |
2026.01 | 62.29 | 59.6 | 42.24 | |
2026.01 | 62.11 | 58.24 | 43.06 | |
2026.01 | 61.98 | 60.32 | 46.29 | |
2026.01 | 61.73 | 57.85 | 42.15 | |
2026.01 | 61.57 | 57.99 | 45.39 | |
2026.01 | 61.31 | 59.36 | 46.01 | |
2025.05 | 61.3 | - | - | |
2026.01 | 60.65 | 59.11 | 44.51 | |
2026.01 | 60.54 | 59.04 | 50.37 | |
2025.05 | 60.2 | - | - | |
2026.01 | 60.16 | 58.89 | 48.42 | |
2026.01 | 60.13 | 58.44 | 48.01 | |
2026.01 | 59.78 | 59.14 | 40.47 | |
2026.01 | 59.47 | 58.33 | 46.91 | |
2026.01 | 59.44 | 57.72 | 40.77 | |
2025.05 | 59.4 | - | - | |
2026.01 | 59.39 | 55.94 | 46.35 | |
2025.05 | 58.2 | - | - | |
2026.01 | 57.98 | 56.01 | 41.69 | |
2025.05 | 57.9 | - | - | |
2025.05 | 57.6 | - | - | |
2026.01 | 57.46 | 54.8 | 40.47 | |
2026.01 | 57.12 | 55.26 | 43.06 | |
2025.05 | 57.1 | - | - | |
2026.01 | 56.59 | 55.39 | 45.57 | |
2026.01 | 56.32 | 54.04 | 43.75 |
Showing 100 of 126 rows