Multimodal Hallucination Evaluation on MMHal-Bench
4.84Average Score
GIFT
Updated 2d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2025.10 | 4.84 | - | - | 26.4 | |
2025.10 | 4.8 | - | - | 28.3 | |
2025.10 | 4.67 | 29 | - | - | |
2025.10 | 4.63 | 29 | - | - | |
2025.10 | 4.56 | 31 | - | - | |
2025.10 | 4.52 | 32 | - | - | |
2026.05 | 4.01 | 40.62 | - | - | |
2026.05 | 3.75 | 43.75 | - | - | |
2026.05 | 3.72 | - | - | - | |
2026.05 | 3.64 | - | - | - | |
2025.10 | 3.58 | - | - | 27.5 | |
2025.10 | 3.53 | - | - | 32.7 | |
2026.05 | 3.49 | - | - | - | |
2026.05 | 3.49 | - | - | - | |
2026.05 | 3.48 | - | - | - | |
2026.05 | 3.47 | - | - | - | |
2026.05 | 3.35 | 55.21 | - | - | |
2026.05 | 3.34 | 52.08 | - | - | |
2026.05 | 3.33 | 54.17 | - | - | |
2026.05 | 3.29 | 55.21 | - | - | |
2026.05 | 3.29 | 55.21 | - | - | |
2026.05 | 3.27 | 54.17 | - | - | |
2026.05 | 3.27 | 55.21 | - | - | |
2026.05 | 3.24 | 40.2 | 29.9 | - | |
2026.05 | 3.24 | 54.17 | - | - | |
2026.05 | 3.12 | 61 | 48.9 | - | |
2026.05 | 3.1 | 57.29 | - | - | |
2026.05 | 3.09 | 48.4 | 40.8 | - | |
2026.05 | 3.05 | 43.6 | 34.7 | - | |
2026.05 | 3.05 | 41 | - | - | |
2026.05 | 3.01 | 60.42 | - | - | |
2026.05 | 3 | 38 | - | - | |
2026.05 | 2.99 | 61.46 | - | - | |
2026.05 | 2.98 | 61.46 | - | - | |
2026.05 | 2.97 | 59.38 | - | - | |
2026.05 | 2.95 | 37 | - | - | |
2026.05 | 2.91 | 49.7 | 44.4 | - | |
2026.05 | 2.91 | - | - | - | |
2026.05 | 2.91 | 63.54 | - | - | |
2026.05 | 2.91 | 63.54 | - | - | |
2026.05 | 2.87 | 55.4 | 49.8 | - | |
2026.05 | 2.86 | 62.5 | - | - | |
2026.05 | 2.83 | 61.46 | - | - | |
2026.05 | 2.82 | 48 | - | - | |
2026.05 | 2.81 | 49 | - | - | |
2026.05 | 2.79 | 66.67 | - | - | |
2026.05 | 2.76 | 45 | - | - | |
2026.04 | 2.74 | 45 | - | - | |
2026.05 | 2.72 | 46 | - | - | |
2026.05 | 2.72 | - | - | - | |
2025.10 | 2.72 | - | - | 55.8 | |
2026.05 | 2.71 | 56.7 | 52.3 | - | |
2026.05 | 2.68 | 66.67 | - | - | |
2026.05 | 2.66 | 65.62 | - | - | |
2026.05 | 2.62 | 49 | - | - | |
2026.05 | 2.62 | - | - | - | |
2025.10 | 2.61 | - | - | 56.2 | |
2026.04 | 2.58 | 45 | - | - | |
2026.05 | 2.58 | 45 | - | - | |
2026.05 | 2.57 | 65.4 | 55.8 | - | |
2026.05 | 2.57 | 68.75 | - | - | |
2026.05 | 2.57 | - | - | - | |
2026.05 | 2.57 | - | - | - | |
2026.05 | 2.56 | 68.75 | - | - | |
2025.10 | 2.55 | 59 | - | - | |
2026.05 | 2.55 | - | - | - | |
2025.10 | 2.53 | 60 | - | - | |
2026.05 | 2.53 | 52 | - | - | |
2025.10 | 2.52 | 61 | - | - | |
2025.10 | 2.52 | - | - | 56.2 | |
2026.04 | 2.5 | 49 | - | - | |
2026.04 | 2.48 | 49 | - | - | |
2026.05 | 2.48 | 52 | - | - | |
2025.10 | 2.48 | - | - | 57.3 | |
2026.05 | 2.47 | 51 | - | - | |
2025.10 | 2.46 | - | - | 59.2 | |
2026.04 | 2.4 | 51 | - | - | |
2025.10 | 2.4 | - | - | 60.8 | |
2026.04 | 2.39 | 54 | - | - | |
2026.05 | 2.39 | 54 | - | - | |
2025.10 | 2.37 | 64 | - | - | |
2025.10 | 2.37 | - | - | 60.5 | |
2026.04 | 2.36 | 58 | - | - | |
2025.10 | 2.35 | 65 | - | - | |
2026.04 | 2.35 | 53 | - | - | |
2026.05 | 2.35 | - | - | - | |
2025.10 | 2.32 | 65 | - | - | |
2025.10 | 2.32 | 64 | - | - | |
2025.10 | 2.31 | - | - | 61.5 | |
2026.04 | 2.3 | 54 | - | - | |
2026.05 | 2.3 | - | - | - | |
2025.10 | 2.27 | 65 | - | - | |
2026.05 | 2.27 | 64 | - | - | |
2026.04 | 2.25 | 54 | - | - | |
2026.05 | 2.25 | 54 | - | - | |
2026.04 | 2.22 | 57 | - | - | |
2025.10 | 2.22 | - | - | 65.2 | |
2025.10 | 2.21 | 50 | - | - | |
2025.10 | 2.21 | 50 | - | - | |
2026.05 | 2.19 | - | - | - |
Showing 100 of 129 rows