Hallucination Detection on RAGTruth (test)
0.9096AUROC
TPA
Updated 23d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.12 | 0.9096 | 87.02 | - | 92 | - | - | |
2025.12 | 0.9096 | 87.02 | - | 92 | - | - | |
2025.12 | 0.8681 | 79.75 | - | 79.13 | - | - | |
2026.01 | 0.8535 | - | - | - | - | - | |
2025.12 | 0.8506 | 77.33 | - | 78.26 | - | - | |
2025.12 | 0.8419 | 80 | - | 87.65 | - | - | |
2025.12 | 0.8419 | 80 | - | 87.65 | - | - | |
2026.05 | 0.836 | 71.3 | - | - | 74.7 | 0.103 | |
2026.05 | 0.834 | 71.7 | - | - | 75.3 | 0.101 | |
2026.01 | 0.8291 | - | - | - | - | - | |
2026.02 | 0.8264 | 0.745 | 80 | - | - | - | |
2025.12 | 0.8258 | 78.01 | - | 77.37 | - | - | |
2026.05 | 0.825 | 70 | - | - | 74.7 | 0.093 | |
2025.12 | 0.8244 | 75.87 | - | 71.98 | - | - | |
2026.05 | 0.822 | 69.8 | - | - | 74.3 | 0.09 | |
2025.12 | 0.8211 | 78.43 | - | 78.6 | - | - | |
2026.05 | 0.819 | 68.7 | - | - | 73.5 | 0.086 | |
2026.05 | 0.818 | 69.2 | - | - | 73.8 | 0.086 | |
2026.05 | 0.816 | 69.3 | - | - | 72.8 | 0.084 | |
2026.01 | 0.8154 | - | - | - | - | - | |
2026.05 | 0.814 | 67.2 | - | - | 72.4 | 0.081 | |
2025.12 | 0.8123 | 69.87 | - | 80.68 | - | - | |
2026.05 | 0.811 | 68.4 | - | - | 73.4 | 0.079 | |
2026.05 | 0.809 | 68.1 | - | - | 73.6 | 0.077 | |
2025.12 | 0.8089 | 71.59 | - | 65.8 | - | - | |
2026.05 | 0.806 | 66.9 | - | - | 72.3 | 0.074 | |
2025.12 | 0.8051 | 68.38 | - | 55.19 | - | - | |
2026.05 | 0.803 | 68.2 | - | - | 72.1 | 0.07 | |
2026.05 | 0.802 | 64.5 | - | - | 71.4 | 0.07 | |
2026.05 | 0.798 | 67.9 | - | - | 71.6 | 0.065 | |
2025.12 | 0.7972 | 67.64 | - | 55.38 | - | - | |
2025.12 | 0.7972 | 67.64 | - | 55.38 | - | - | |
2025.12 | 0.7873 | 72.38 | - | 83.28 | - | - | |
2025.12 | 0.7857 | 70.23 | - | 68 | - | - | |
2025.12 | 0.7769 | 64.42 | - | 55.46 | - | - | |
2026.01 | 0.7653 | - | - | - | - | - | |
2026.01 | 0.7631 | - | - | - | - | - | |
2025.12 | 0.7608 | 70.57 | - | 82.74 | - | - | |
2025.12 | 0.7541 | 67.47 | - | 67.63 | - | - | |
2026.05 | 0.746 | 69.5 | - | - | - | 0.013 | |
2025.12 | 0.7458 | 71.9 | - | 80.97 | - | - | |
2026.01 | 0.7426 | - | - | - | - | - | |
2026.01 | 0.7416 | - | - | - | - | - | |
2025.12 | 0.7414 | 73.42 | - | 78.74 | - | - | |
2026.01 | 0.7405 | - | - | - | - | - | |
2026.05 | 0.733 | 71.3 | - | - | - | - | |
2025.12 | 0.729 | 66.67 | - | 63.27 | - | - | |
2025.12 | 0.7285 | 69.47 | - | 78.19 | - | - | |
2025.12 | 0.7161 | 67.45 | - | 54.16 | - | - | |
2025.12 | 0.7143 | 66.27 | - | 74.77 | - | - | |
2025.12 | 0.7073 | 68.67 | - | 77.29 | - | - | |
2026.02 | 0.7065 | 0.59 | 65.7 | - | - | - | |
2025.12 | 0.7004 | 69.15 | - | 73.33 | - | - | |
2026.01 | 0.6974 | - | - | - | - | - | |
2026.01 | 0.6958 | - | - | - | - | - | |
2025.12 | 0.6912 | 67.36 | - | 62.8 | - | - | |
2026.01 | 0.6904 | - | - | - | - | - | |
2026.01 | 0.6796 | - | - | - | - | - | |
2025.12 | 0.6776 | 50.94 | - | 39.09 | - | - | |
2025.12 | 0.6738 | 70.66 | - | 78.32 | - | - | |
2025.12 | 0.6687 | 58.13 | - | 44.86 | - | - | |
2025.12 | 0.664 | 66.37 | - | 67.15 | - | - | |
2026.02 | 0.663 | 0.5398 | 37.24 | - | - | - | |
2025.12 | 0.6609 | 66.32 | - | 55.26 | - | - | |
2026.02 | 0.6565 | 0.5624 | 47.3 | - | - | - | |
2025.12 | 0.6534 | 69.33 | - | 68.5 | - | - | |
2025.12 | 0.651 | 65.67 | - | 68.14 | - | - | |
2025.12 | 0.6497 | 67.45 | - | 70.78 | - | - | |
2026.01 | 0.6479 | - | - | - | - | - | |
2025.12 | 0.6464 | 50.53 | - | 39.09 | - | - | |
2026.01 | 0.644 | - | - | - | - | - | |
2026.01 | 0.642 | - | - | - | - | - | |
2026.01 | 0.6388 | - | - | - | - | - | |
2026.01 | 0.6338 | - | - | - | - | - | |
2026.01 | 0.6329 | - | - | - | - | - | |
2026.02 | 0.6302 | 0.518 | 26.01 | - | - | - | |
2026.01 | 0.6292 | - | - | - | - | - | |
2026.01 | 0.6284 | - | - | - | - | - | |
2026.01 | 0.621 | - | - | - | - | - | |
2026.01 | 0.6191 | - | - | - | - | - | |
2026.01 | 0.6179 | - | - | - | - | - | |
2026.01 | 0.6151 | - | - | - | - | - | |
2025.12 | 0.6045 | 66.82 | - | 74.69 | - | - | |
2026.01 | 0.6044 | - | - | - | - | - | |
2026.01 | 0.6037 | - | - | - | - | - | |
2025.12 | 0.6014 | 46.28 | - | 35.8 | - | - | |
2026.01 | 0.6011 | - | - | - | - | - | |
2026.01 | 0.5936 | - | - | - | - | - | |
2026.01 | 0.5904 | - | - | - | - | - | |
2026.01 | 0.5874 | - | - | - | - | - | |
2026.01 | 0.5839 | - | - | - | - | - | |
2026.02 | 0.583 | 0.5718 | - | - | - | - | |
2026.02 | 0.5724 | 0.4745 | - | - | - | - | |
2026.01 | 0.5587 | - | - | - | - | - | |
2026.01 | 0.5547 | - | - | - | - | - | |
2026.01 | 0.5253 | - | - | - | - | - | |
2026.01 | 0.5239 | - | - | - | - | - | |
2026.01 | 0.4988 | - | - | - | - | - | |
2026.02 | 0.3698 | 0.5177 | 25.89 | - | - | - |