Object Hallucination Evaluation on MS-COCO (POPE Adversarial)
87.62Accuracy
AVISC
Updated 3d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2024.05 | 87.62 | 86.93 | - | - | |
2024.05 | 87.3 | 84.96 | - | - | |
2024.05 | 86.8 | 84.86 | - | - | |
2024.05 | 86.5 | 85.52 | - | - | |
2024.05 | 86.12 | 85.83 | - | - | |
2024.05 | 86 | 85.42 | - | - | |
2026.02 | 85.97 | 86 | - | - | |
2026.02 | 85.43 | 84.48 | - | - | |
2025.12 | 84.36 | 83.69 | 85.03 | - | |
2025.12 | 84.3 | 84.5 | - | - | |
2024.05 | 84.07 | 82.73 | - | - | |
2025.05 | 84 | 82 | 90.6 | 74.9 | |
2025.05 | 84 | 82.3 | 92.4 | 74.2 | |
2025.12 | 84 | 83 | - | - | |
2026.01 | 83.9 | 82.58 | 89.95 | 76.33 | |
2026.02 | 83.83 | 83.84 | - | - | |
2026.02 | 83.83 | 83.84 | - | - | |
2025.12 | 83.47 | 82.98 | 84.49 | - | |
2025.12 | 83.3 | 83.4 | - | - | |
2025.05 | 83.2 | 80.8 | 90.4 | 73.1 | |
2025.12 | 83.2 | 81 | - | - | |
2024.05 | 83 | 82.4 | - | - | |
2025.12 | 82.9 | 81.5 | - | - | |
2025.12 | 82.8 | 82.71 | 83.15 | - | |
2025.12 | 82.7 | 81.9 | - | - | |
2026.01 | 82.67 | 81.08 | 89.26 | 74.27 | |
2025.05 | 82.4 | 81 | 88.3 | 74.8 | |
2026.01 | 82.4 | 80.59 | 89.84 | 73.07 | |
2025.12 | 82.3 | 82.5 | - | - | |
2025.05 | 82.1 | 80.2 | 90 | 72.3 | |
2025.12 | 82.03 | 82.19 | 81.47 | - | |
2025.05 | 81.8 | 80.2 | 91.3 | 71.5 | |
2025.12 | 81.67 | 82.22 | 76.93 | - | |
2024.05 | 81.57 | 81.92 | 80.37 | 83.53 | |
2025.12 | 81.4 | 82.2 | - | - | |
2025.12 | 81.4 | 80.9 | - | - | |
2025.12 | 81.33 | 81.55 | 80.6 | - | |
2026.02 | 81.24 | 81.38 | - | - | |
2026.02 | 81.24 | 81.38 | - | - | |
2025.05 | 81.2 | 78.5 | 91.9 | 68.5 | |
2025.12 | 81.1 | 80.7 | - | - | |
2025.05 | 80.9 | 79.7 | 85.2 | 74.8 | |
2026.02 | 80.88 | 81.3 | - | - | |
2026.02 | 80.88 | 81.3 | - | - | |
2025.05 | 80.6 | 79.2 | 85.4 | 73.9 | |
2025.12 | 80.1 | 80.5 | - | - | |
2025.12 | 80 | 80.1 | - | - | |
2025.12 | 79.83 | 79.73 | 80.13 | - | |
2025.05 | 79.7 | 81.3 | 75.4 | 88.2 | |
2025.12 | 79.61 | 79.86 | 77.64 | - | |
2025.05 | 79.5 | 78.1 | 84.1 | 72.9 | |
2025.12 | 79.47 | 81.09 | 75.14 | - | |
2024.05 | 79.27 | 81.47 | 73.65 | 91.13 | |
2026.02 | 78.96 | 77.57 | - | - | |
2026.02 | 78.96 | 77.57 | - | - | |
2025.12 | 78.8 | 80.54 | 74.43 | - | |
2025.12 | 78.8 | 80.11 | 78.43 | - | |
2025.12 | 78.73 | 80.39 | 74.57 | - | |
2025.12 | 78.23 | 80.22 | 73.51 | - | |
2024.05 | 77.7 | 79.66 | 73.23 | 87.33 | |
2026.02 | 77.7 | 79.66 | - | - | |
2024.05 | 77.53 | 79.64 | 72.82 | 87.87 | |
2026.02 | 77.53 | 79.64 | - | - | |
2025.12 | 77.47 | 79.14 | 73.68 | - | |
2025.12 | 77.43 | 79.26 | 73.31 | - | |
2025.12 | 77.2 | 78.49 | 74.29 | - | |
2025.12 | 77.17 | 79.47 | 72.18 | - | |
2024.05 | 77.1 | 79.19 | 72.57 | 87.13 | |
2025.05 | 77.1 | 78.9 | 71.8 | 87.6 | |
2025.05 | 76.3 | 78.7 | 71.5 | 87.3 | |
2024.05 | 76.1 | 78.41 | 71.5 | 86.8 | |
2024.05 | 76.03 | 77.79 | 72.47 | 83.93 | |
2024.05 | 76.03 | 78.75 | 70.74 | 88.8 | |
2024.05 | 75.87 | 77.36 | 72.85 | 82.47 | |
2024.05 | 75.8 | 78.88 | 69.97 | 90.4 | |
2025.05 | 75.8 | 78.1 | 71.3 | 86.3 | |
2024.05 | 75.57 | 78.64 | 69.86 | 89.93 | |
2025.12 | 74.6 | 76.45 | 71.26 | - | |
2025.05 | 74.2 | 77.7 | 68.4 | 89.9 | |
2024.05 | 73.13 | 75.46 | 69.41 | 82.6 |