Object Hallucination Evaluation on POPE Random
94Accuracy
R-CoV
Updated 29d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.04 | 94 | - | 93.67 | - | |
2026.04 | 93 | - | 93.02 | - | |
2026.04 | 92.67 | - | 92.25 | - | |
2026.04 | 91.67 | - | 91.35 | - | |
2026.03 | 91.47 | 1.59 | - | - | |
2026.05 | 91.45 | - | 89.23 | - | |
2026.05 | 91.28 | - | 90.63 | - | |
2026.03 | 91.27 | 1.65 | - | - | |
2026.03 | 91.27 | 1.73 | - | - | |
2026.03 | 91.27 | 1.7 | - | - | |
2026.05 | 90.87 | - | 88.93 | - | |
2026.03 | 90.5 | 2.05 | - | - | |
2026.05 | 90.43 | - | 89.44 | - | |
2026.04 | 90.33 | - | 89.53 | - | |
2026.05 | 90.3 | - | 89.51 | - | |
2026.03 | 90.27 | 0.46 | - | - | |
2026.03 | 90.17 | 1 | - | - | |
2026.05 | 90.17 | - | 89.74 | - | |
2026.03 | 90.13 | 2.14 | - | - | |
2026.03 | 90.13 | 2.11 | - | - | |
2026.03 | 90.13 | 2.19 | - | - | |
2026.04 | 90 | - | 89.44 | - | |
2026.05 | 89.96 | - | 90.1 | - | |
2026.05 | 89.74 | - | 89.03 | - | |
2026.05 | 89.72 | - | 90.02 | - | |
2026.04 | 89.67 | - | 89.7 | - | |
2026.05 | 89.62 | - | 89.14 | - | |
2026.05 | 89.55 | - | 89.31 | - | |
2026.05 | 89.54 | - | 88.72 | - | |
2026.05 | 89.5 | - | 88.89 | - | |
2026.05 | 89.46 | - | 88.33 | - | |
2025.01 | 89.33 | - | 88.89 | - | |
2026.05 | 89.2 | - | 88.81 | - | |
2026.05 | 89.17 | - | 87.95 | - | |
2025.01 | 89.1 | - | 88.6 | - | |
2026.05 | 89.09 | - | 88.83 | - | |
2026.04 | 89 | - | 88 | - | |
2025.01 | 88.92 | - | 88.48 | - | |
2025.01 | 88.85 | - | 88.67 | - | |
2026.03 | 88.83 | 1 | - | - | |
2025.02 | 88.7 | - | - | - | |
2025.09 | 88.67 | - | 87.5 | - | |
2026.05 | 88.64 | - | 88.43 | - | |
2025.01 | 88.61 | - | 88.26 | - | |
2026.05 | 88.6 | - | 87.89 | - | |
2025.01 | 88.32 | - | 88.01 | - | |
2025.01 | 88.15 | - | 87.94 | - | |
2025.01 | 88.11 | - | 88.15 | - | |
2025.01 | 87.86 | - | 87.63 | - | |
2025.01 | 87.83 | - | 87.39 | - | |
2026.05 | 87.82 | - | 88.23 | - | |
2025.01 | 87.82 | - | 86.73 | - | |
2025.01 | 87.82 | - | 87.68 | - | |
2026.05 | 87.73 | - | 87.16 | - | |
2026.05 | 87.73 | - | 86.15 | - | |
2025.01 | 87.73 | - | 87.65 | - | |
2026.04 | 87.69 | - | 86.94 | - | |
2025.01 | 87.68 | - | 87.36 | - | |
2026.04 | 87.53 | - | 86.54 | - | |
2026.05 | 87.5 | - | 85.88 | - | |
2025.02 | 87.5 | - | - | - | |
2025.01 | 87.44 | - | 86.8 | - | |
2026.04 | 87.33 | - | 85.71 | - | |
2026.05 | 87.33 | - | 85.63 | - | |
2025.02 | 87.3 | - | - | - | |
2026.05 | 87.27 | - | 85.56 | - | |
2026.05 | 86.96 | - | 86.98 | - | |
2026.04 | 86.93 | - | 85.46 | - | |
2026.05 | 86.93 | - | 85.46 | - | |
2025.01 | 86.84 | - | 86.83 | - | |
2026.04 | 86.83 | - | 86.29 | - | |
2025.01 | 86.76 | - | 86.83 | - | |
2026.05 | 86.73 | - | 85.59 | - | |
2026.04 | 86.7 | - | 85.97 | - | |
2026.04 | 86.7 | - | 85.54 | - | |
2026.04 | 86.67 | - | 84.62 | - | |
2025.01 | 86.67 | - | 86.1 | - | |
2025.01 | 86.66 | - | 86.37 | - | |
2026.04 | 86.52 | - | 85.59 | - | |
2025.01 | 86.51 | - | 86.19 | - | |
2025.01 | 86.49 | - | 85.86 | - | |
2026.03 | 86.47 | 4.07 | - | - | |
2025.01 | 86.45 | - | 85.8 | - | |
2026.05 | 86.43 | - | 84.55 | - | |
2026.05 | 86.34 | - | 86.83 | - | |
2025.09 | 86.33 | - | 84.64 | - | |
2026.04 | 86.33 | - | 84.98 | - | |
2026.05 | 86.33 | - | 84.56 | - | |
2026.05 | 86.3 | - | 84.28 | - | |
2026.04 | 86.22 | - | 86.25 | - | |
2026.04 | 86.15 | - | 86.01 | - | |
2025.02 | 86.1 | - | - | - | |
2026.04 | 85.91 | - | 84.66 | - | |
2025.01 | 85.78 | - | 85.73 | - | |
2026.04 | 85.77 | - | 84.68 | - | |
2026.04 | 85.73 | - | 86.32 | - | |
2026.05 | 85.71 | - | 84.64 | - | |
2025.01 | 85.7 | - | 84.43 | - | |
2025.02 | 85.6 | - | - | - | |
2025.02 | 85.6 | - | - | - |
Showing 100 of 163 rows