Object Hallucination Evaluation on MS-COCO (POPE Adversarial)
87.83Accuracy
SIRA
Updated 5d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.05 | 87.83 | 87.39 | - | - | |
2024.05 | 87.62 | 86.93 | - | - | |
2024.05 | 87.3 | 84.96 | - | - | |
2026.04 | 87.26 | 87.13 | 88.02 | 86.26 | |
2024.05 | 86.8 | 84.86 | - | - | |
2026.04 | 86.53 | 86.57 | 86.29 | 86.86 | |
2024.05 | 86.5 | 85.52 | - | - | |
2026.05 | 86.16 | 84.32 | - | - | |
2024.05 | 86.12 | 85.83 | - | - | |
2026.05 | 86.05 | 86.15 | - | - | |
2024.05 | 86 | 85.42 | - | - | |
2026.02 | 85.97 | 86 | - | - | |
2025.09 | 85.8 | 85 | - | - | |
2025.09 | 85.8 | 85 | - | - | |
2025.09 | 85.7 | 84.8 | - | - | |
2026.02 | 85.43 | 84.48 | - | - | |
2025.09 | 85.3 | 84.6 | - | - | |
2026.04 | 84.96 | 83.59 | 91.99 | 76.6 | |
2026.05 | 84.83 | 83.87 | - | - | |
2026.05 | 84.8 | 83.86 | - | - | |
2026.05 | 84.78 | 83.45 | - | - | |
2026.04 | 84.47 | 84.1 | 88.81 | 79.87 | |
2026.04 | 84.47 | 84.1 | - | - | |
2025.12 | 84.36 | 83.69 | 85.03 | - | |
2025.12 | 84.3 | 84.5 | - | - | |
2026.04 | 84.3 | 83.51 | 87.91 | 79.53 | |
2026.04 | 84.3 | 83.51 | - | - | |
2026.04 | 84.26 | 83.9 | 85.84 | 82.05 | |
2026.04 | 84.26 | 83.9 | - | - | |
2026.05 | 84.26 | 83.9 | - | - | |
2025.09 | 84.2 | 83.7 | - | - | |
2025.09 | 84.2 | 83.7 | - | - | |
2026.04 | 84.11 | 82.09 | 86.63 | 78 | |
2026.04 | 84.11 | 82.09 | - | - | |
2024.05 | 84.07 | 82.73 | - | - | |
2026.05 | 84.07 | 83.41 | - | - | |
2026.04 | 84.03 | 83.48 | 90.55 | 77.43 | |
2025.05 | 84 | 82 | 90.6 | 74.9 | |
2025.05 | 84 | 82.3 | 92.4 | 74.2 | |
2025.12 | 84 | 83 | - | - | |
2026.05 | 84 | 83.15 | - | - | |
2026.01 | 83.9 | 82.58 | 89.95 | 76.33 | |
2026.04 | 83.86 | 82.71 | 89.07 | 77.2 | |
2026.04 | 83.86 | 82.71 | - | - | |
2026.02 | 83.83 | 83.84 | - | - | |
2026.02 | 83.83 | 83.84 | - | - | |
2026.04 | 83.83 | 82.45 | 90.11 | 76 | |
2026.04 | 83.83 | 82.45 | - | - | |
2026.05 | 83.83 | 83.03 | - | - | |
2026.05 | 83.83 | 82.46 | - | - | |
2026.05 | 83.73 | 82.05 | - | - | |
2026.05 | 83.72 | 83.05 | - | - | |
2026.04 | 83.7 | 82.09 | 91.06 | 74.73 | |
2026.04 | 83.7 | 82.09 | - | - | |
2026.05 | 83.7 | 82.25 | - | - | |
2026.05 | 83.67 | 83.03 | - | - | |
2026.05 | 83.65 | 82.45 | - | - | |
2026.05 | 83.63 | 81.93 | - | - | |
2026.05 | 83.57 | 82.07 | - | - | |
2026.04 | 83.53 | 82.75 | 86.88 | 79 | |
2026.04 | 83.53 | 82.75 | - | - | |
2025.09 | 83.5 | 82.1 | - | - | |
2025.09 | 83.5 | 82.1 | - | - | |
2025.12 | 83.47 | 82.98 | 84.49 | - | |
2026.05 | 83.47 | 81.51 | - | - | |
2026.04 | 83.43 | 82.54 | 87.23 | 78.33 | |
2026.04 | 83.43 | 82.54 | - | - | |
2025.09 | 83.4 | 82.9 | - | - | |
2026.05 | 83.37 | 81.57 | - | - | |
2026.04 | 83.33 | 82.19 | 88.22 | 76.93 | |
2026.05 | 83.33 | 82.02 | - | - | |
2025.12 | 83.3 | 83.4 | - | - | |
2026.05 | 83.3 | 82.54 | - | - | |
2026.04 | 83.23 | 83.56 | 81.98 | 85.2 | |
2026.04 | 83.23 | 83.56 | - | - | |
2025.05 | 83.2 | 80.8 | 90.4 | 73.1 | |
2025.12 | 83.2 | 81 | - | - | |
2025.09 | 83.2 | 82.2 | - | - | |
2026.04 | 83.13 | 82.21 | 86.97 | 77.95 | |
2024.05 | 83 | 82.4 | - | - | |
2026.05 | 82.97 | 81.26 | - | - | |
2025.12 | 82.9 | 81.5 | - | - | |
2026.04 | 82.83 | 82.34 | 84.75 | 80.06 | |
2025.12 | 82.8 | 82.71 | 83.15 | - | |
2025.12 | 82.7 | 81.9 | - | - | |
2026.01 | 82.67 | 81.08 | 89.26 | 74.27 | |
2025.09 | 82.5 | 82.1 | - | - | |
2026.04 | 82.46 | 79.9 | 93.55 | 69.73 | |
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 | - | - | |
2026.04 | 82.2 | 81.98 | 82.99 | 81 | |
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 | |
2025.09 | 81.8 | 81.9 | - | - | |
2026.05 | 81.8 | 82.1 | - | - | |
2026.05 | 81.73 | 80.87 | - | - | |
2025.09 | 81.7 | 81.8 | - | - | |
2025.12 | 81.67 | 82.22 | 76.93 | - |
Showing 100 of 190 rows