Hallucination Evaluation on MMHal-Bench
4.7MMHal Score
Qwen2.5-VL + FINER-Tuning
Updated 3d ago
Evaluation Results
| Method | Links | ||
|---|---|---|---|
2026.03 | 4.7 | 15 | |
2026.03 | 4.7 | 11 | |
2026.03 | 4.7 | 10 | |
2026.03 | 4.6 | 18 | |
2026.03 | 4.6 | 14 | |
2026.03 | 4.5 | 19 | |
2026.01 | 4.32 | 34.38 | |
2026.03 | 4.12 | 26 | |
2026.01 | 4.09 | 18.2 | |
2026.03 | 4 | 29 | |
2026.03 | 3.95 | 29 | |
2026.03 | 3.87 | 33 | |
2026.03 | 3.83 | 31 | |
2026.01 | 3.8 | 37.5 | |
2026.01 | 3.76 | 36.46 | |
2026.03 | 3.74 | 35 | |
2026.01 | 3.72 | 39.1 | |
2026.01 | 3.7 | 24.9 | |
2025.12 | 3.7 | 23 | |
2026.03 | 3.7 | 37 | |
2026.01 | 3.68 | 36.46 | |
2026.01 | 3.56 | 40.63 | |
2026.01 | 3.55 | 39.58 | |
2026.01 | 3.53 | 39.58 | |
2026.03 | 3.5 | 34 | |
2026.03 | 3.5 | 40 | |
2024.05 | 3.49 | 28.1 | |
2025.03 | 3.49 | 28 | |
2024.05 | 3.44 | 26 | |
2024.05 | 3.31 | 34.4 | |
2025.12 | 3.31 | 32 | |
2026.03 | 3.3 | 43 | |
2025.12 | 3.21 | 29 | |
2024.05 | 3.19 | 32.3 | |
2024.05 | 3.15 | 32.3 | |
2025.12 | 3.12 | 36 | |
2026.01 | 3.11 | 45.63 | |
2026.01 | 3.1 | 49 | |
2024.05 | 3.08 | 38.5 | |
2024.05 | 3.08 | 36.5 | |
2026.01 | 3.08 | 47 | |
2024.05 | 3.07 | 28.1 | |
2026.01 | 3.07 | 48 | |
2026.01 | 3.07 | 47 | |
2024.05 | 3.06 | 36.5 | |
2026.01 | 3.06 | 29.2 | |
2023.12 | 3.02 | - | |
2025.12 | 3.02 | 42 | |
2024.05 | 2.95 | 32.3 | |
2025.12 | 2.93 | 41 | |
2026.01 | 2.92 | 53 | |
2025.12 | 2.9 | 45 | |
2023.12 | 2.89 | - | |
2025.05 | 2.88 | 36 | |
2025.12 | 2.88 | 41 | |
2026.01 | 2.83 | 18.8 | |
2026.01 | 2.83 | 57 | |
2025.12 | 2.83 | 45 | |
2026.04 | 2.83 | 49 | |
2026.01 | 2.82 | 57 | |
| 2.81 | - | ||
2025.05 | 2.8 | 40 | |
2026.01 | 2.79 | 17.5 | |
2024.05 | 2.76 | 38.5 | |
2026.01 | 2.76 | 38.5 | |
2025.12 | 2.75 | 46 | |
2025.06 | 2.72 | - | |
2026.01 | 2.72 | 19.3 | |
2026.04 | 2.72 | 51 | |
2026.02 | 2.71 | 56.1 | |
2026.04 | 2.7 | 54.2 | |
2024.05 | 2.66 | - | |
2026.04 | 2.66 | 58.3 | |
2025.12 | 2.65 | 48 | |
2023.11 | 2.64 | 48 | |
2025.12 | 2.64 | 47 | |
2025.06 | 2.62 | - | |
2025.05 | 2.62 | 43 | |
2024.05 | 2.61 | - | |
2025.03 | 2.61 | 50 | |
2023.11 | 2.6 | 49 | |
2025.06 | 2.59 | - | |
| 2.59 | - | ||
2023.11 | 2.54 | 52 | |
2025.05 | 2.54 | 57 | |
2025.12 | 2.54 | 47 | |
2025.12 | 2.54 | 57 | |
2026.02 | 2.54 | 58.9 | |
2026.04 | 2.54 | 59.4 | |
2025.06 | 2.53 | - | |
2023.11 | 2.53 | 57 | |
2024.05 | 2.53 | - | |
2026.04 | 2.52 | 57.3 | |
2026.03 | 2.51 | 50 | |
2025.05 | 2.5 | 57 | |
2025.05 | 2.48 | 45 | |
2026.01 | 2.46 | 56 | |
2026.01 | 2.46 | 63.54 | |
2024.05 | 2.45 | 51 | |
2026.01 | 2.45 | 51 |
Showing 100 of 216 rows