Hallucination Detection on MHaluBench Image-to-Text (Claim-level)
86.54Hallucinatory Precision
GPT-based Self-Check
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2025.06 | 86.54 | 85.13 | 85.83 | 69.05 | 71.48 | 70.24 | 80.8 | 77.8 | 78.3 | 78.04 | |
2025.06 | 84.91 | 89.52 | 87.15 | 84.91 | 89.52 | 87.15 | 85.39 | 86.07 | 80.28 | 83.07 | |
2025.06 | 84.78 | 80.07 | 82.35 | 61.64 | 69.01 | 65.12 | 76.56 | 73.21 | 74.54 | 73.73 | |
2025.06 | 84.44 | 72.44 | 77.98 | 71.08 | 83.54 | 76.8 | 77.41 | 77.76 | 77.99 | 77.39 | |
2025.06 | 84.24 | 66.75 | 74.48 | 67.35 | 84.6 | 75 | 74.74 | 75.8 | 75.68 | 74.74 | |
2025.06 | 83.17 | 42.15 | 55.95 | 55.64 | 89.48 | 68.61 | 63.34 | 69.41 | 65.82 | 62.28 | |
2025.06 | 82.54 | 85.29 | 83.89 | 81.08 | 77.74 | 79.38 | 81.91 | 81.81 | 81.52 | 81.63 |