Object Hallucination Evaluation on MS-COCO POPE (Popular)
90.76Accuracy
AVISC
Updated 8d 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 | |
2025.06 | 89.3 | 88.8 | - | 84.8 | |
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 | |
2025.06 | 87.4 | 86.6 | - | 80.8 | |
2025.06 | 87.4 | 86.4 | - | 79.7 | |
2025.12 | 87.3 | 87.37 | - | - | |
2024.05 | 87.2 | 86.5 | - | - | |
2026.04 | 87.2 | 86.51 | 94.41 | 79.87 | |
2026.04 | 87.12 | 86.4 | 91.49 | 81.85 | |
2024.05 | 87.1 | 86.21 | - | - | |
2026.02 | 87.1 | 87.48 | - | - | |
2026.04 | 87.03 | 86.15 | 94.08 | 79.46 | |
2026.02 | 86.76 | 86.4 | - | - | |
2025.12 | 86.73 | 87.15 | - | - | |
2026.02 | 86.64 | 86.62 | - | - | |
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 | - | |
2025.12 | 86.1 | 86.37 | 84.73 | - | |
2025.12 | 86.06 | 86.42 | - | - | |
2026.04 | 86.06 | 85.88 | 87 | 84.8 | |
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 | - | |
2026.01 | 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 | |
2025.05 | 85.5 | 83.8 | 95.1 | 74.9 | |
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 | |
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 | |
2025.12 | 84.87 | 84.93 | - | - | |
2025.12 | 84.7 | 83.96 | 88.24 | - | |
2024.05 | 84.6 | 83.79 | - | - | |
2025.12 | 84.57 | 84.67 | 84.09 | - | |
2025.05 | 84.5 | 82.9 | 92.9 | 74.8 | |
2025.06 | 84.5 | 84.3 | - | 83.4 | |
2024.05 | 84.33 | 84.96 | 81.71 | 88.47 | |
2026.02 | 84.33 | 84.96 | - | - | |
2025.12 | 84.3 | 84.95 | 81.58 | - | |
2025.05 | 84.2 | 82.7 | 94.1 | 73.8 | |
2025.05 | 84.2 | 82.4 | 93.1 | 73.9 | |
2025.05 | 84 | 81.9 | 94.7 | 72.1 | |
2024.05 | 83.9 | 84.53 | 81.33 | 88 | |
2025.05 | 83.9 | 81.6 | 94.7 | 71.7 | |
2026.01 | 83.87 | 81.75 | 94.1 | 72.27 | |
2026.04 | 83.73 | 82 | 91.74 | 74.13 | |
2025.12 | 83.52 | 83.69 | 80.12 | - | |
2025.06 | 83.5 | 82 | - | 73.5 | |
2025.12 | 83.27 | 83.34 | - | - | |
2025.05 | 83.2 | 81.5 | 90.9 | 73.8 | |
2026.04 | 83.2 | 84.28 | 79.15 | 90.13 | |
2025.12 | 83.1 | 83.94 | 79.96 | - | |
2024.05 | 82.83 | 83.72 | 79.62 | 88.27 | |
2026.02 | 82.83 | 83.72 | - | - | |
2025.05 | 82.8 | 84.1 | 80.1 | 88.5 | |
2025.05 | 82.8 | 80.1 | 95.5 | 68.9 | |
2025.12 | 82.67 | 82.89 | - | - | |
2025.12 | 82.55 | 82.8 | - | - | |
2025.12 | 82.5 | 83.31 | 79.64 | - | |
2024.05 | 82.27 | 83.15 | 79.19 | 87.53 | |
2024.05 | 82.23 | 82.95 | 79.72 | 86.47 | |
2025.05 | 82.1 | 83.2 | 78.5 | 88.3 | |
2025.05 | 82 | 82.6 | 79.7 | 85.9 | |
2025.06 | 82 | 79.6 | - | 70.3 | |
2025.12 | 81.97 | 82.87 | 78.9 | - | |
2026.04 | 81.9 | 78.2 | 98.28 | 64.93 | |
2026.02 | 81.88 | 80.06 | - | - | |
2025.12 | 81.17 | 82.08 | 78.28 | - | |
2025.12 | 80.97 | 81.85 | 77.93 | - | |
2024.05 | 80.93 | 82.42 | 76.45 | 89.4 | |
2024.05 | 80.9 | 82.57 | 75.94 | 90.47 | |
2025.06 | 80.1 | 78.6 | - | 73 | |
2025.12 | 80.07 | 80.89 | 77.67 | - | |
2024.05 | 79.67 | 81.57 | 74.59 | 90 | |
2025.05 | 78.2 | 80.5 | 72.7 | 90.3 |
Showing 100 of 108 rows