Object Hallucination Evaluation on POPE (popular)
92Accuracy
R-CoV
Updated 7d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.04 | 92 | - | - | 91.72 | |
2026.04 | 91 | - | - | 90.79 | |
2026.05 | 90.73 | - | - | 89.34 | |
2026.05 | 89.23 | - | - | 86.23 | |
2026.05 | 88.83 | - | - | 88.32 | |
2026.04 | 88.67 | - | - | 88.59 | |
2026.05 | 88.4 | - | - | 86.54 | |
2026.05 | 88.32 | - | - | - | |
2026.05 | 88.14 | - | - | 87.32 | |
2026.04 | 88 | - | - | 86.76 | |
2026.04 | 87.67 | - | - | 86.35 | |
2026.05 | 87.63 | - | - | 86.55 | |
2026.05 | 87.57 | - | - | 88.12 | |
2026.05 | 87.45 | - | - | 87.4 | |
2026.05 | 87.36 | - | - | 86.69 | |
2026.05 | 87.33 | - | - | 87.03 | |
2026.05 | 87.2 | - | - | 86.69 | |
2026.05 | 87.1 | - | - | 86.4 | |
2026.04 | 87 | - | - | 87.05 | |
2026.05 | 86.89 | - | - | 87.35 | |
2026.04 | 86.67 | - | - | 84.96 | |
2026.05 | 86.64 | - | - | 86.62 | |
2026.04 | 86.37 | 85.82 | 83.93 | 85.52 | |
2026.05 | 86.34 | - | - | - | |
2026.04 | 86.33 | - | - | 84.29 | |
2026.05 | 86.32 | - | - | 86.09 | |
2026.05 | 86.07 | - | - | 85.6 | |
2026.05 | 85.96 | - | - | 85.38 | |
2026.05 | 85.81 | - | - | 85.17 | |
2026.05 | 85.76 | - | - | - | |
2026.05 | 85.73 | - | - | 85.77 | |
2026.05 | 85.7 | - | - | - | |
2026.04 | 85.67 | - | - | 85.71 | |
2026.05 | 85.67 | - | - | 84.48 | |
2026.05 | 85.5 | - | - | - | |
2026.05 | 85.48 | - | - | 86.17 | |
2026.05 | 85.38 | - | - | 85.06 | |
2026.04 | 85.35 | 84.35 | 82.13 | 84.93 | |
2026.05 | 85.33 | - | - | 83.62 | |
2026.05 | 85.17 | - | - | 83.68 | |
2026.05 | 85.1 | - | - | - | |
2026.05 | 84.82 | - | - | 83.99 | |
2026.05 | 84.73 | - | - | 85.14 | |
2026.04 | 84.68 | 81.51 | 81.43 | 83.32 | |
2026.04 | 84.67 | - | - | 85.89 | |
2026.05 | 84.67 | - | - | 85.13 | |
2026.05 | 84.65 | - | - | 84.6 | |
2026.05 | 84.63 | - | - | 85.84 | |
2026.05 | 84.21 | - | - | 83.5 | |
2026.05 | 84.2 | - | - | 83.1 | |
2026.04 | 84 | - | - | 83.89 | |
2026.05 | 83.96 | - | - | 84.88 | |
2026.05 | 83.79 | - | - | 85.42 | |
2026.05 | 83.63 | - | - | 81.53 | |
2026.05 | 83.56 | - | - | 83.87 | |
2026.05 | 83.42 | - | - | 84.17 | |
2026.05 | 83.29 | - | - | 83.01 | |
2026.05 | 83.11 | - | - | 84.23 | |
2026.05 | 82.93 | - | - | 81.45 | |
2026.04 | 82.67 | - | - | 80.3 | |
2026.05 | 82.65 | - | - | 83.37 | |
2026.05 | 82.6 | - | - | 83.19 | |
2026.05 | 82.47 | - | - | 81.65 | |
2026.05 | 82.29 | - | - | 82.97 | |
2026.05 | 81.88 | - | - | - | |
2026.05 | 81.88 | - | - | 80.06 | |
2026.05 | 81.84 | - | - | 79.61 | |
2026.05 | 81.7 | - | - | 73.4 | |
2026.05 | 81.48 | - | - | 82.34 | |
2026.05 | 80.75 | - | - | 81.11 | |
2026.04 | 80.67 | - | - | 80.67 | |
2026.04 | 80.33 | - | - | 78.7 | |
2026.05 | 80.26 | - | - | 81.75 | |
2026.05 | 80.14 | - | - | 75.66 | |
2026.05 | 80.07 | - | - | 77.4 | |
2026.05 | 79.98 | - | - | 79.34 | |
2026.04 | 79.67 | - | - | 78.75 | |
2026.05 | 79.64 | - | - | 80.8 | |
2026.04 | 79.57 | 74.79 | 91.8 | 81.58 | |
2026.05 | 79.36 | - | - | 80.45 | |
2026.05 | 79.32 | - | - | 79.64 | |
2026.05 | 78.97 | - | - | 79.83 | |
2026.05 | 78.52 | - | - | 81.02 | |
2026.04 | 78.33 | - | - | 79.87 | |
2026.05 | 78.23 | - | - | 79.12 | |
2026.04 | 77.47 | 71.75 | 90.6 | 80.08 | |
2026.04 | 76.67 | - | - | 75.86 | |
2026.05 | 76.09 | - | - | 77.65 | |
2026.04 | 75.77 | 70.35 | 89.07 | 78.61 | |
2026.04 | 72 | - | - | 77.29 | |
2026.04 | 68.33 | - | - | 74.11 | |
2026.04 | 56.63 | 53.66 | 97.13 | 69.13 | |
2026.04 | 53.96 | 52.24 | 98.75 | 68.53 | |
2026.04 | 52.66 | 51.38 | 98.53 | 67.57 | |
2026.04 | 51.67 | - | - | 67.26 | |
2026.05 | 46.38 | - | - | 60.65 |