Fake News Detection on Politifact
96.9Accuracy
DEBERTA
Updated 1mo ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2024.10 | 96.9 | - | - | - | - | |
2024.10 | 96.6 | - | - | - | - | |
2026.02 | 96.52 | - | - | 96.39 | - | |
2026.01 | 96 | 95.6 | 96 | 95.8 | - | |
2026.02 | 95.83 | - | - | 95.52 | - | |
2026.02 | 95 | - | - | 94.68 | - | |
2026.02 | 95 | - | - | 94.58 | - | |
2024.10 | 94.7 | - | - | - | - | |
2024.10 | 94.2 | - | - | - | - | |
2026.02 | 94.2 | - | - | 94.69 | - | |
2024.10 | 94 | - | - | - | - | |
2026.02 | 93.62 | - | - | 94.08 | - | |
2026.04 | 93.23 | - | - | - | 92.47 | |
2026.04 | 93.05 | - | - | - | 92.94 | |
2026.02 | 92.97 | - | - | 91.86 | - | |
2026.04 | 92.83 | - | - | - | 92.86 | |
2026.01 | 92.6 | 92.4 | 92.8 | 92.4 | - | |
2026.01 | 92 | 92.1 | 92 | 92.1 | - | |
2026.04 | 92 | 91 | 88 | 93 | - | |
2025.11 | 91.52 | - | - | 87.88 | - | |
2026.04 | 91.46 | - | - | - | 90.86 | |
2026.01 | 91.3 | 91.2 | 90.9 | 91.1 | - | |
2026.04 | 91.29 | - | - | - | 91.03 | |
2026.02 | 91 | - | - | 91.89 | - | |
2026.04 | 91 | 87 | 84 | 93 | - | |
2026.01 | 90.7 | 90.7 | 90.7 | 90.7 | - | |
2026.05 | 90.3 | - | - | 90.1 | - | |
2026.04 | 90 | 89 | 86 | 91 | - | |
2024.10 | 89.9 | - | - | - | - | |
2026.01 | 89.9 | 89.7 | 90 | 89.8 | - | |
2026.01 | 89.9 | 90.4 | 89.9 | 90.1 | - | |
2026.04 | 89.87 | - | - | - | 89.29 | |
2025.11 | 89.65 | - | - | 73.67 | - | |
2026.01 | 89.4 | 89.8 | 89.2 | 89.6 | - | |
2026.01 | 89.3 | 90.2 | 89.9 | 89.6 | - | |
2026.04 | 89 | 88 | 84 | 90 | - | |
2026.04 | 88.71 | - | - | - | 88.47 | |
2026.01 | 88.7 | 89.5 | 88.1 | 88.6 | - | |
2026.04 | 88.39 | - | - | - | 88.12 | |
2026.01 | 87.8 | 89.2 | 88.3 | 88.6 | - | |
2026.04 | 87 | 87 | 83 | 88 | - | |
2025.11 | 87 | - | - | 82.43 | - | |
2026.02 | 86 | - | - | 87.04 | - | |
2026.04 | 85.81 | - | - | - | 85.6 | |
2026.01 | 85.7 | 85.9 | 85.4 | 85.6 | - | |
2026.04 | 85 | 87 | 84 | 85 | - | |
2026.04 | 85 | 82 | 80 | 85 | - | |
2026.06 | 84.7 | 90.5 | 70.4 | 79.2 | - | |
2026.04 | 84.62 | - | - | - | 82.98 | |
2026.06 | 84.6 | 85.1 | 82.9 | 84 | - | |
2024.10 | 84.3 | - | - | - | - | |
2026.06 | 84.3 | 90.4 | 69.6 | 78.6 | - | |
2025.11 | 84.06 | - | - | 81.76 | - | |
2026.04 | 84 | 83 | 83 | 83 | - | |
2024.02 | 83.82 | - | - | - | 83.81 | |
2024.02 | 83.82 | - | - | - | 83.82 | |
2026.04 | 82.99 | - | - | - | 82.69 | |
2026.04 | 82.99 | - | - | - | 82.9 | |
2026.04 | 82.81 | - | - | - | 82.68 | |
2026.04 | 82.72 | - | - | - | 82.61 | |
2026.01 | 82.5 | 83 | 82.1 | 82.3 | - | |
2026.04 | 81.63 | - | - | - | 81.46 | |
2026.06 | 80.9 | 82.7 | 75.8 | 79.2 | - | |
2025.11 | 80.59 | - | - | 70.06 | - | |
2026.01 | 80.1 | 79.9 | 80.1 | 79.8 | - | |
2024.02 | 79.41 | - | - | - | 79.41 | |
2026.04 | 79 | 78 | 77 | 77 | - | |
2025.11 | 78.99 | - | - | 40.24 | - | |
2024.02 | 78.68 | - | - | - | 78.65 | |
2026.02 | 78 | - | - | 78.85 | - | |
2026.04 | 78 | 78 | 77 | 77 | - | |
2026.04 | 78 | 77 | 61 | 85 | - | |
2024.02 | 77.94 | - | - | - | 77.1 | |
2025.11 | 77.83 | - | - | 64.88 | - | |
2026.06 | 77.6 | 85.7 | 61.4 | 71.5 | - | |
2026.01 | 77.3 | 75.4 | 78 | 75.9 | - | |
2024.02 | 77.21 | - | - | - | 77 | |
2025.11 | 76.81 | - | - | 62.43 | - | |
2025.11 | 76.57 | - | - | 43.35 | - | |
2025.11 | 75.28 | - | - | 75.19 | - | |
2025.11 | 74.73 | - | - | 67.64 | - | |
2025.11 | 74 | - | - | 67.16 | - | |
2025.11 | 73.58 | - | - | 41.66 | - | |
2026.04 | 73 | 73 | 73 | 73 | - | |
2026.02 | 70 | - | - | 71.15 | - | |
2026.04 | 70 | 72 | 70 | 71 | - | |
2025.11 | 70 | - | - | 49.15 | - | |
2026.06 | 69.2 | 82.1 | 73.3 | 77.4 | - | |
2024.02 | 69.12 | - | - | - | 68.79 | |
2024.02 | 69.12 | - | - | - | 68.57 | |
2024.02 | 69.12 | - | - | - | 68.95 | |
2026.04 | 69 | 69 | 68 | 68 | - | |
2024.02 | 68.82 | - | - | - | 64.68 | |
2024.02 | 68.38 | - | - | - | 68.29 | |
2024.02 | 67.65 | - | - | - | 67.65 | |
2025.11 | 65.5 | - | - | 62.3 | - | |
2025.11 | 64.82 | - | - | 56.8 | - | |
2024.10 | 62.2 | - | - | - | - | |
2024.10 | 61.2 | - | - | - | - | |
2025.11 | 58.33 | - | - | 60.4 | - |
Showing 100 of 115 rows