Object Hallucination Evaluation on MS-COCO POPE Random
92.36Accuracy
AVISC
Updated 8d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2024.05 | 92.36 | 91.5 | - | - | |
2024.05 | 91.46 | 90.84 | - | - | |
2026.02 | 90.86 | 89.11 | - | - | |
2024.05 | 90.77 | 88.57 | - | - | |
2024.05 | 90.57 | 89.71 | - | - | |
2024.05 | 90.47 | 89.37 | - | - | |
2025.12 | 90.33 | 89.38 | 89.05 | - | |
2026.04 | 90.27 | 90.2 | 95.81 | 85.2 | |
2025.12 | 90.12 | 91.38 | 91.23 | - | |
2025.12 | 90.11 | 88.92 | 96.87 | - | |
2024.05 | 89.87 | 88.91 | - | - | |
2025.12 | 89.83 | 89.17 | 95.44 | - | |
2025.12 | 89.73 | 89.31 | 93.19 | - | |
2025.12 | 89.47 | 88.62 | 96.32 | - | |
2025.12 | 89.3 | 89.1 | 90.68 | - | |
2025.12 | 89.23 | 89.11 | 90.17 | - | |
2025.05 | 89.2 | 89.1 | 90 | 88.2 | |
2026.02 | 89.2 | 88.81 | - | - | |
2026.02 | 89.1 | 88.48 | - | - | |
2026.04 | 89.03 | 88.52 | 92.83 | 84.6 | |
2026.04 | 88.96 | 87.85 | 96.87 | 80.4 | |
2025.12 | 88.87 | 88.81 | 89.23 | - | |
2024.05 | 88.84 | 87.82 | - | - | |
2025.12 | 88.83 | 88.6 | 90.48 | - | |
2026.04 | 88.83 | 87.11 | 97.29 | 78.87 | |
2025.12 | 88.8 | 88.11 | 93.89 | - | |
2026.04 | 88.63 | 87.81 | 94.64 | 81.91 | |
2024.05 | 88.6 | 87.34 | - | - | |
2024.05 | 88.4 | 88.77 | 86.05 | 91.67 | |
2026.04 | 88.26 | 86.13 | 91.47 | 81.4 | |
2026.04 | 88.06 | 86.55 | 96.9 | 78.11 | |
2026.04 | 87.97 | 86.79 | 96.19 | 79.07 | |
2026.02 | 87.93 | 87.88 | - | - | |
2026.02 | 87.73 | 87.16 | - | - | |
2026.04 | 87.73 | 87.16 | 91.42 | 83.28 | |
2026.04 | 87.7 | 86.45 | 96.24 | 78.47 | |
2025.12 | 87.5 | 87.52 | 87.38 | - | |
2025.12 | 87.43 | 86.48 | 93.56 | - | |
2026.04 | 87.36 | 85.94 | 96.82 | 77.26 | |
2026.04 | 87.23 | 85.5 | 91.7 | 80.06 | |
2025.12 | 87 | 87.15 | 86.13 | - | |
2026.04 | 86.8 | 84.98 | 98.5 | 74.73 | |
2025.12 | 86.67 | 86.41 | 88.09 | - | |
2025.05 | 86.6 | 84.8 | 97.7 | 74.9 | |
2026.01 | 86.47 | 84.7 | 95.87 | 75.87 | |
2025.12 | 86.23 | 85.88 | 88.14 | - | |
2025.05 | 86.1 | 85 | 83.2 | 86.8 | |
2025.05 | 86 | 84.1 | 97 | 74.3 | |
2025.05 | 86 | 84.3 | 96.5 | 74.8 | |
2026.02 | 86 | 86 | - | - | |
2026.04 | 85.53 | 88.8 | 86.77 | 90.93 | |
2025.05 | 85.5 | 83.6 | 96 | 71.1 | |
2025.05 | 85.5 | 83.6 | 96.3 | 73.9 | |
2025.05 | 85.3 | 83.4 | 95.1 | 74.2 | |
2026.04 | 85.23 | 83.52 | 94.44 | 74.86 | |
2025.05 | 85.2 | 82.8 | 98.6 | 71.3 | |
2026.01 | 85.17 | 83.24 | 95.67 | 73.67 | |
2025.05 | 85 | 84.2 | 82.7 | 86.1 | |
2025.05 | 84.9 | 82.9 | 96 | 72.9 | |
2026.01 | 84.43 | 82.32 | 95.27 | 72.47 | |
2025.05 | 84.4 | 82.3 | 94.7 | 72.8 | |
2025.05 | 83.8 | 84.2 | 82.4 | 86.1 | |
2024.05 | 83.43 | 84.52 | 79.31 | 90.47 | |
2026.02 | 83.29 | 81.33 | - | - | |
2024.05 | 83.17 | 84.15 | 79.49 | 89.4 | |
2025.12 | 83.13 | 83.44 | 81.94 | - | |
2025.12 | 83.07 | 83.08 | 83.02 | - | |
2024.05 | 82.97 | 84.09 | 78.9 | 90 | |
2025.05 | 82.9 | 80 | 96.2 | 68.5 | |
2026.04 | 82.43 | 78.89 | 98.8 | 65.67 | |
2025.05 | 82.3 | 83.5 | 78.4 | 89.3 |