Visual Hallucination Evaluation on POPE MS-COCO Adversarial sampling (val)
85.48Accuracy
RVCD
Updated 3d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2025.05 | 85.48 | 84.46 | 86.97 | 85.7 | - | |
2025.05 | 85.36 | 84.17 | 87.09 | 85.61 | - | |
2024.11 | 85.23 | - | - | 84.62 | - | |
2024.11 | 85.13 | - | - | 84.35 | - | |
2024.11 | 84.96 | - | - | 84.42 | - | |
2024.11 | 84.78 | - | - | 83.45 | - | |
2024.11 | 84.43 | - | - | 83.74 | - | |
2024.11 | 84.26 | - | - | 83.9 | - | |
2024.11 | 84.13 | - | - | 83.31 | - | |
2024.11 | 83.63 | - | - | 82.13 | - | |
2025.05 | 83.06 | 82.92 | 83.37 | 83.13 | - | |
2024.11 | 82.26 | - | - | 80.37 | - | |
2024.11 | 81.24 | - | - | 81.38 | - | |
2024.11 | 80.88 | - | - | 81.33 | - | |
2024.11 | 78.96 | - | - | 77.57 | - | |
2025.05 | 74.28 | 67.56 | 93.42 | 78.41 | - | |
2025.05 | 73.23 | 66.5 | 93.64 | 77.77 | - | |
2025.05 | 72.75 | 65.9 | 94.34 | 77.59 | - | |
2023.09 | 72.63 | 67.07 | 88.93 | 76.47 | 66.3 | |
2023.09 | 72.1 | 65.13 | 95.13 | 77.32 | 73.03 | |
2025.05 | 69.98 | 63.26 | 95.36 | 76.06 | - | |
2025.05 | 69.65 | 63.46 | 92.66 | 75.33 | - | |
2025.05 | 69 | 69.76 | 67.1 | 68.39 | - | |
2025.05 | 69 | 69.76 | 67.1 | 68.39 | - | |
2025.05 | 68.42 | 61.78 | 96.72 | 75.39 | - | |
2025.05 | 68.4 | 61.77 | 96.72 | 75.38 | - | |
2025.05 | 68.2 | 61.6 | 96.8 | 75.28 | - | |
2025.05 | 66.31 | 60.42 | 94.56 | 73.73 | - | |
2025.05 | 66.2 | 60.05 | 96.81 | 74.12 | - | |
2025.05 | 66.2 | 60.05 | 96.81 | 74.12 | - | |
2025.05 | 65.92 | 59.84 | 96.82 | 73.97 | - | |
2023.09 | 65.17 | 61.19 | 82.93 | 70.42 | 67.77 | |
2025.05 | 61.95 | 57.57 | 91.02 | 70.53 | - | |
2025.05 | 61.7 | 57.45 | 90.4 | 70.25 | - | |
2025.05 | 59.32 | 56.73 | 78.61 | 65.9 | - | |
2025.05 | 56.72 | 53.82 | 94.68 | 68.63 | - | |
2023.09 | 50.67 | 50.34 | 99.33 | 66.82 | 98.67 | |
2023.09 | 50 | 50 | 100 | 66.67 | 100 | |
2023.09 | 49.7 | 49.85 | 99.07 | 66.32 | 99.37 |