Visual Hallucination Evaluation on HallusionBench
31.42Accuracy (Q)
GPT-4V
Updated 3d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.01 | 31.42 | - | 44.22 | 67.58 | |
2026.01 | 28.79 | - | 39.88 | 65.28 | |
2026.01 | 21.76 | - | 28.61 | 56.86 | |
2026.01 | 17.36 | - | 23.7 | 49.94 | |
2026.01 | 15.6 | - | 18.21 | 45.96 | |
2026.01 | 15.16 | - | 20.52 | 48.09 | |
2026.01 | 13.85 | - | 19.94 | 47.3 | |
2026.01 | 10.55 | - | 24.86 | 46.94 | |
2026.01 | 10.55 | - | 9.83 | 40.3 | |
2026.01 | 9.45 | - | 25.43 | 47.12 | |
2026.01 | 9.45 | - | 10.11 | 45.26 | |
2026.01 | 9.45 | - | 10.4 | 43.93 | |
2026.01 | 8.79 | - | 10.12 | 35.78 | |
2026.01 | 8.79 | - | 13.01 | 42.78 | |
2026.01 | 7.69 | - | 8.67 | 36.85 | |
2026.01 | 6.37 | - | 11.27 | 38.44 | |
2026.01 | 5.93 | - | 6.65 | 39.15 | |
2026.01 | 5.27 | - | 6.36 | 34.37 | |
2026.01 | 5.05 | - | 12.43 | 40.48 | |
2024.07 | - | 47.5 | - | - | |
2024.07 | - | 46.5 | - | - | |
2024.07 | - | 45.2 | - | - | |
2024.07 | - | 42.4 | - | - | |
2025.12 | - | 54.26 | - | - | |
2025.12 | - | 58.36 | - | - | |
2025.12 | - | 62.04 | - | - | |
2025.12 | - | 63.62 | - | - | |
2025.12 | - | 55.31 | - | - | |
2025.12 | - | 54.26 | - | - | |
2025.12 | - | 57.94 | - | - | |
2025.12 | - | 56.05 | - | - | |
2026.02 | - | 63.83 | - | - | |
2026.02 | - | 63.41 | - | - | |
2026.02 | - | 73.5 | - | - | |
2026.02 | - | 72.24 | - | - | |
2026.02 | - | 74.97 | - | - |