Object Hallucination Evaluation on POPE GQA Popular
89.4Accuracy
SECOND
Updated 2d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2025.06 | 89.4 | - | 87.4 | 85.5 | |
2026.05 | 88.37 | - | 88.6 | - | |
2025.06 | 87.8 | - | 87.2 | 83.3 | |
2025.06 | 87.4 | - | 86.7 | 82.2 | |
2025.12 | 86.8 | - | 87.3 | - | |
2025.06 | 86.8 | - | 86.3 | 83.1 | |
2025.06 | 86.7 | - | 86.4 | 84.3 | |
2025.06 | 86.6 | - | 86.3 | 84.8 | |
2025.06 | 86.5 | - | 86.3 | 84.9 | |
2026.05 | 86.43 | - | 85.47 | - | |
2026.05 | 86.35 | - | 86.7 | - | |
2025.01 | 85.5 | 85.24 | 85.55 | 85.87 | |
2025.06 | 85.3 | - | 87.5 | 92.1 | |
2025.06 | 84.8 | - | 85.2 | 87.2 | |
2025.06 | 84.6 | - | 84.9 | 86.3 | |
2025.06 | 84.5 | - | 85.1 | 88 | |
2025.12 | 84.4 | - | 86.2 | - | |
2025.06 | 84.2 | - | 84.8 | 88.2 | |
2025.12 | 83.54 | 87.24 | 83.09 | - | |
2026.05 | 82.93 | - | 83.75 | - | |
2025.06 | 82.8 | - | 82.9 | 83.3 | |
2026.05 | 82.53 | - | 82.35 | - | |
2025.06 | 82.5 | - | 81.4 | 76.6 | |
2025.12 | 82.13 | 84.58 | 81.48 | - | |
2025.12 | 82.1 | 86.39 | 81.85 | - | |
2026.05 | 82.05 | - | 83.1 | - | |
2025.12 | 81.97 | 82.82 | 81.73 | - | |
2026.05 | 81.97 | - | 82.12 | - | |
2026.05 | 81.83 | - | 82.23 | - | |
2026.05 | 81.61 | - | 81.83 | - | |
2026.05 | 81.36 | - | 82.62 | - | |
2025.12 | 81.33 | 83.38 | 80.74 | - | |
2025.12 | 81.13 | 85.48 | 81.03 | - | |
2025.06 | 81 | - | 79.7 | 74.5 | |
2026.05 | 80.87 | - | 80.33 | - | |
2026.05 | 80.86 | - | 82.64 | - | |
2026.05 | 80.73 | - | 82.24 | - | |
2025.01 | 80.73 | 76.26 | 82.24 | 89.24 | |
2025.12 | 80.5 | - | 81.3 | - | |
2025.12 | 80.3 | - | 81.1 | - | |
2025.12 | 80.1 | - | 81.6 | - | |
2025.06 | 79.9 | - | 79.5 | 78.2 | |
2025.01 | 79.87 | 80.07 | 79.8 | 79.53 | |
2025.01 | 79.87 | 77.28 | 80.78 | 84.6 | |
2025.12 | 79.5 | - | 79.8 | - | |
2026.05 | 79.27 | - | 82.11 | - | |
2025.01 | 78.8 | 75.15 | 80.87 | 87.53 | |
2025.01 | 78.57 | 74.62 | 80.17 | 86.61 | |
2025.12 | 78.56 | 73.28 | 83.34 | - | |
2025.12 | 78.2 | - | 77.1 | - | |
2026.05 | 78.17 | - | 78.37 | - | |
2025.01 | 78.17 | 77.64 | 78.37 | 79.12 | |
2025.12 | 78.1 | - | 78.3 | - | |
2025.12 | 77 | - | 80.1 | - | |
2025.12 | 76.8 | - | 78.6 | - | |
2025.12 | 76.7 | - | 78.7 | - | |
2025.12 | 76.18 | 73.17 | 78.65 | - | |
2025.12 | 76.13 | 71.1 | 78.68 | - | |
2025.12 | 75.34 | 71.89 | 77.96 | - | |
2025.12 | 75.17 | 69.94 | 78.04 | - | |
2025.12 | 75.12 | 71.56 | 80.98 | - | |
2025.12 | 74.8 | 67.5 | 79.15 | - | |
2025.12 | 74.5 | 69.17 | 77.61 | - | |
2026.05 | 74.03 | - | 78.75 | - | |
2025.12 | 73.87 | 66.7 | 78.49 | - | |
2025.01 | 73.87 | 69.63 | 76.42 | 84.69 | |
2025.12 | 73.5 | - | 76.1 | - | |
2025.12 | 73.47 | 66.83 | 77.84 | - | |
2025.12 | 73.33 | 68.72 | 76.26 | - | |
2025.12 | 72.37 | 65.27 | 77.58 | - |