Object Hallucination Evaluation on MS-COCO POPE (Popular)
90.76Accuracy
AVISC
Updated 2d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2024.05 | 90.76 | 90.16 | - | - | |
2024.05 | 89.86 | 89.45 | - | - | |
2025.06 | 89.7 | 89.2 | - | 85.1 | |
2026.05 | 89.7 | 89.12 | - | - | |
2025.06 | 89.3 | 88.8 | - | 84.8 | |
2026.05 | 88.65 | 88.45 | - | - | |
2025.06 | 88.6 | 87.5 | - | 80.1 | |
2024.05 | 88.5 | 85.36 | - | - | |
2025.06 | 88.4 | 87.4 | - | 80 | |
2025.06 | 88.3 | 87.3 | - | 80.2 | |
2025.06 | 88.2 | 87.3 | - | 81.1 | |
2025.06 | 88.1 | 86.9 | - | 79.5 | |
2025.06 | 87.9 | 86.9 | - | 79.7 | |
2025.06 | 87.7 | 86.5 | - | 78.8 | |
2025.12 | 87.67 | 88.43 | 85.25 | - | |
2026.04 | 87.63 | 87.32 | 89.56 | 85.2 | |
2024.05 | 87.6 | 85.65 | - | - | |
2025.06 | 87.6 | 86.3 | - | 78.1 | |
2026.05 | 87.44 | 86.68 | - | - | |
2026.05 | 87.43 | 86.18 | - | - | |
2025.06 | 87.4 | 86.6 | - | 80.8 | |
2025.06 | 87.4 | 86.4 | - | 79.7 | |
2026.05 | 87.33 | 86.16 | - | - | |
2025.12 | 87.3 | 87.37 | - | - | |
2024.05 | 87.2 | 86.5 | - | - | |
2026.04 | 87.2 | 86.51 | 94.41 | 79.87 | |
2026.05 | 87.17 | 86.59 | - | - | |
2026.04 | 87.12 | 86.4 | 91.49 | 81.85 | |
2026.05 | 87.12 | 86.4 | - | - | |
2024.05 | 87.1 | 86.21 | - | - | |
2026.02 | 87.1 | 87.48 | - | - | |
2026.05 | 87.1 | 86.91 | - | - | |
2026.04 | 87.03 | 86.15 | 94.08 | 79.46 | |
2026.05 | 86.9 | 86 | - | - | |
2025.01 | 86.9 | 86.01 | 92.28 | 80.53 | |
2026.05 | 86.83 | 86.51 | - | - | |
2026.05 | 86.8 | 85.72 | - | - | |
2026.05 | 86.77 | 86.11 | - | - | |
2026.02 | 86.76 | 86.4 | - | - | |
2026.05 | 86.76 | 84.94 | - | - | |
2025.12 | 86.73 | 87.15 | - | - | |
2026.02 | 86.64 | 86.62 | - | - | |
2026.05 | 86.64 | 84.89 | - | - | |
2025.12 | 86.5 | 85.71 | 86.87 | - | |
2026.04 | 86.46 | 85.09 | 94.68 | 77.26 | |
2026.04 | 86.37 | 85.2 | 93.19 | 78.47 | |
2026.04 | 86.37 | 85.29 | 92.58 | 79.07 | |
2025.12 | 86.34 | 86.38 | 91.24 | - | |
2025.12 | 86.27 | 85.73 | 89.19 | - | |
2026.05 | 86.25 | 86 | - | - | |
2026.05 | 86.2 | 85.98 | - | - | |
2025.12 | 86.1 | 86.37 | 84.73 | - | |
2026.04 | 86.1 | 88.79 | 98.41 | 80.87 | |
2026.05 | 86.07 | 86.4 | - | - | |
2025.12 | 86.06 | 86.42 | - | - | |
2026.04 | 86.06 | 85.88 | 87 | 84.8 | |
2026.05 | 85.93 | 84.41 | - | - | |
2026.05 | 85.93 | 84.3 | - | - | |
2025.12 | 85.9 | 86.32 | - | - | |
2025.12 | 85.88 | 86.03 | - | - | |
2026.04 | 85.86 | 84.36 | 94.38 | 76.26 | |
2025.12 | 85.83 | 86.17 | 84.17 | - | |
2026.05 | 85.83 | 84.33 | - | - | |
2026.05 | 85.83 | 85.44 | - | - | |
2026.05 | 85.83 | 84.33 | - | - | |
2026.01 | 85.8 | 84.15 | 94.37 | 75.93 | |
2024.05 | 85.73 | 86.53 | 81.94 | 91.67 | |
2025.05 | 85.7 | 86.1 | 84.1 | 88.1 | |
2026.04 | 85.63 | 83.87 | 95.56 | 74.73 | |
2025.05 | 85.6 | 83.7 | 96.3 | 74 | |
2026.05 | 85.53 | 83.71 | - | - | |
2025.05 | 85.5 | 83.8 | 95.1 | 74.9 | |
2026.05 | 85.5 | 83.84 | - | - | |
2026.05 | 85.47 | 83.62 | - | - | |
2026.04 | 85.43 | 85.21 | 86.52 | 83.93 | |
2026.02 | 85.38 | 85.06 | - | - | |
2026.04 | 85.38 | 85.06 | 86.92 | 83.28 | |
2026.05 | 85.38 | 85.06 | - | - | |
2025.01 | 85.38 | 85.06 | 86.92 | 83.28 | |
2026.05 | 85.27 | 85.94 | - | - | |
2026.04 | 85.21 | 87.34 | 94.92 | 80.87 | |
2025.12 | 85.13 | 84.69 | 87.27 | - | |
2026.04 | 85.1 | 84.78 | 86.63 | 83 | |
2024.05 | 85.05 | 83.72 | - | - | |
2026.01 | 84.93 | 83.07 | 94.79 | 73.93 | |
2025.05 | 84.9 | 83.6 | 94.5 | 74.9 | |
2026.04 | 84.89 | 85.16 | 93.86 | 77.92 | |
2025.12 | 84.87 | 84.93 | - | - | |
2026.04 | 84.83 | 84.2 | 87.83 | 80.86 | |
2026.05 | 84.73 | 85.63 | - | - | |
2025.12 | 84.7 | 83.96 | 88.24 | - | |
2026.05 | 84.67 | 83.48 | - | - | |
2024.05 | 84.6 | 83.79 | - | - | |
2025.12 | 84.57 | 84.67 | 84.09 | - | |
2026.05 | 84.53 | 82.58 | - | - | |
2025.05 | 84.5 | 82.9 | 92.9 | 74.8 | |
2025.06 | 84.5 | 84.3 | - | 83.4 | |
2026.04 | 84.5 | 86.49 | 95.76 | 78.85 | |
2024.05 | 84.33 | 84.96 | 81.71 | 88.47 | |
2026.02 | 84.33 | 84.96 | - | - |
Showing 100 of 158 rows