Object Hallucination Evaluation on A-OKVQA POPE (Popular)
90.3Accuracy
SECOND
Updated 2d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2025.06 | 90.3 | - | 90.5 | 90.4 | |
2025.06 | 89.9 | - | 87.6 | 89.6 | |
2025.06 | 89.9 | - | 92.5 | 90.7 | |
2026.05 | 89.67 | - | - | 89.7 | |
2025.06 | 89.3 | - | 85.6 | 88.9 | |
2025.06 | 89.3 | - | 85.4 | 89.1 | |
2025.06 | 89.1 | - | 86.7 | 88.8 | |
2026.05 | 89.05 | - | - | 89.15 | |
2025.06 | 89 | - | 86.7 | 88.7 | |
2025.06 | 88.7 | - | 88.2 | 88.7 | |
2025.06 | 88.7 | - | 83.8 | 88.1 | |
2025.06 | 88.4 | - | 86.8 | 88.2 | |
2025.06 | 88.2 | - | 88 | 88.3 | |
2025.06 | 88 | - | 88.3 | 88.1 | |
2026.05 | 87.91 | - | - | 87.13 | |
2026.05 | 87.85 | - | - | 87.81 | |
2025.12 | 87.71 | 90.96 | - | 87.26 | |
2026.05 | 87.62 | - | - | 87.41 | |
2026.05 | 87.53 | - | - | 86.06 | |
2026.05 | 87.43 | - | - | 86.39 | |
2025.12 | 86.8 | - | - | 87.2 | |
2025.12 | 86.5 | 89.59 | - | 85.95 | |
2025.12 | 86.47 | 90.74 | - | 86.52 | |
2025.12 | 86.36 | 88.73 | - | 86.2 | |
2025.06 | 86.3 | - | 87.7 | 86.5 | |
2025.12 | 86.23 | 87.3 | - | 86.03 | |
2025.12 | 85.9 | - | - | 84.7 | |
2026.05 | 85.77 | - | - | 84.49 | |
2025.01 | 85.73 | 86.66 | 84.47 | 85.55 | |
2025.06 | 85.6 | - | 80.1 | 84.8 | |
2025.12 | 85 | - | - | 85.1 | |
2025.12 | 84.8 | - | - | 86.7 | |
2025.12 | 84.7 | - | - | 84.3 | |
2025.12 | 84.6 | 87.99 | - | 83.88 | |
2025.12 | 84.5 | - | - | 83.3 | |
2025.12 | 84.3 | - | - | 85 | |
2025.06 | 84 | - | 77 | 82.8 | |
2026.05 | 83.77 | - | - | 84.73 | |
2026.05 | 83.4 | - | - | 84.45 | |
2026.05 | 83.22 | - | - | 84.15 | |
2026.05 | 83.05 | - | - | 83.75 | |
2025.01 | 82.63 | 84.25 | 80.27 | 82.21 | |
2025.01 | 82.6 | 80.64 | 85.8 | 83.14 | |
2026.05 | 82.48 | - | - | 83.2 | |
2025.06 | 82.1 | - | 79.1 | 81.6 | |
2026.05 | 81.85 | - | - | 82.82 | |
2025.01 | 81.85 | 78.6 | 87.53 | 82.82 | |
2025.01 | 81.64 | 78.5 | 88.77 | 83.32 | |
2025.12 | 81.6 | - | - | 82.9 | |
2025.12 | 81.4 | - | - | 80.8 | |
2025.12 | 81 | - | - | 82.2 | |
2025.12 | 80.8 | - | - | 81.9 | |
2025.12 | 80.79 | 76.29 | - | 83.76 | |
2025.12 | 80.47 | 75.61 | - | 82.35 | |
2025.12 | 80.11 | 72.64 | - | 82.36 | |
2025.12 | 79.9 | - | - | 82.5 | |
2026.05 | 79.9 | - | - | 79.59 | |
2025.01 | 79.9 | 80.85 | 78.36 | 79.59 | |
2025.01 | 79.78 | 76 | 87.05 | 81.15 | |
2025.12 | 79.5 | - | - | 82.6 | |
2025.12 | 79.5 | - | - | 81.8 | |
2025.12 | 79.07 | 72.11 | - | 81.09 | |
2025.12 | 78.83 | 71.99 | - | 81.68 | |
2025.12 | 78.8 | 73.38 | - | 81 | |
2025.12 | 78.73 | 72.83 | - | 81.17 | |
2025.12 | 78.7 | - | - | 81.7 | |
2025.12 | 78.63 | 73.53 | - | 80.72 | |
2025.12 | 77.8 | 70.98 | - | 80.91 | |
2025.12 | 76.63 | 69.59 | - | 80.19 | |
2026.05 | 76.47 | - | - | 79.86 | |
2025.01 | 76.19 | 72.16 | 85.28 | 78.17 | |
2025.12 | 75.17 | 70.15 | - | 77.91 | |
2025.12 | 75.07 | 68.58 | - | 78.77 | |
2026.01 | 61.1 | 61.9 | 56.93 | 59.22 | |
2026.01 | 60.4 | 62.06 | 53.53 | 57.48 | |
2026.01 | 60.13 | 60.86 | 56.8 | 58.76 |