Object Hallucination Evaluation on POPE Adversarial
85.89Accuracy
SpecEyes
Updated 24d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.03 | 85.89 | - | - | - | - | 1.78 | |
2026.03 | 85.89 | - | - | - | - | 1.81 | |
2026.03 | 85.87 | - | - | - | - | 1.77 | |
2026.03 | 85.76 | - | - | - | - | 1.68 | |
2026.03 | 85.13 | - | - | - | - | 2.06 | |
2026.03 | 85.13 | - | - | - | - | 2.08 | |
2026.03 | 85.13 | - | - | - | - | 2.13 | |
2025.11 | 84.86 | - | - | - | 85.09 | - | |
2025.11 | 84.82 | - | - | - | 84.57 | - | |
2025.11 | 84.8 | - | - | - | 84.74 | - | |
2025.11 | 84.72 | - | - | - | 84.47 | - | |
2026.03 | 84.62 | - | - | - | - | 0.46 | |
2025.11 | 84.6 | - | - | - | 84.82 | - | |
2026.03 | 83.97 | - | - | - | - | 1.89 | |
2025.11 | 83.14 | - | - | - | 83 | - | |
2025.11 | 83.06 | - | - | - | 83.22 | - | |
2025.11 | 82.64 | - | - | - | 81.82 | - | |
2026.03 | 82.56 | - | - | - | - | 4.2 | |
2025.11 | 82.31 | - | - | - | 81.4 | - | |
2026.03 | 81.32 | - | - | - | - | 1 | |
2025.11 | 81.04 | - | - | - | 79.73 | - | |
2026.03 | 78.43 | - | - | - | - | 1 | |
2025.11 | 77.02 | - | - | - | 79.88 | - | |
2025.11 | 77.01 | - | - | - | 80.28 | - | |
2025.11 | 73.44 | - | - | - | 78.26 | - | |
2025.11 | 72.61 | - | - | - | 77.38 | - | |
2025.11 | 72.38 | - | - | - | 77.64 | - | |
2025.11 | 71.95 | - | - | - | 77.03 | - | |
2025.11 | 71.92 | - | - | - | 77.03 | - | |
2025.11 | 71.85 | - | - | - | 77.04 | - | |
2025.11 | 71.58 | - | - | - | 77.23 | - | |
2025.11 | 70.83 | - | - | - | 76.46 | - | |
2025.11 | 70.08 | - | - | - | 76.41 | - | |
2025.11 | 69.59 | - | - | - | 75.94 | - | |
2026.03 | 49.1 | - | - | - | - | 0.38 | |
2026.02 | 0.874 | 12.8 | 114.1 | 4.7 | - | - | |
2026.02 | 0.871 | 12.6 | 107.4 | 5.6 | - | - | |
2026.02 | 0.87 | 12.6 | 110.8 | 4.9 | - | - | |
2026.02 | 0.865 | 13.2 | 112.2 | 4.3 | - | - | |
2026.02 | 0.861 | 13.7 | 105.2 | 4.5 | - | - | |
2026.02 | 0.861 | 13.6 | 104.4 | 4.6 | - | - | |
2026.02 | 0.861 | 13.6 | 111.9 | 3.9 | - | - | |
2026.02 | 0.858 | 13.9 | 105.1 | 4.3 | - | - | |
2026.02 | 0.858 | 13.8 | 110.6 | 3.7 | - | - | |
2026.02 | 0.856 | 14.1 | 103.8 | 4.1 | - | - | |
2026.02 | 0.854 | 14.3 | 112.4 | 3.2 | - | - | |
2026.02 | 0.848 | 14.9 | 106.2 | 3.3 | - | - | |
2026.02 | 0.848 | 14.9 | 112.8 | 2.6 | - | - | |
2026.02 | 0.848 | 14.9 | 112.5 | 2.6 | - | - | |
2026.02 | 0.843 | 15.4 | 105.3 | 2.8 | - | - | |
2026.02 | 0.842 | 15.4 | 106.8 | 2.8 | - | - | |
2026.02 | 0.841 | 15.6 | 114.2 | 1.9 | - | - | |
2026.02 | 0.836 | 16 | 107.6 | 2.2 | - | - | |
2026.02 | 0.822 | 17.5 | 114.8 | - | - | - | |
2026.02 | 0.815 | 18.2 | 108.2 | - | - | - | |
2026.03 | - | - | - | - | 75.85 | - | |
2026.03 | - | - | - | - | 76.04 | - | |
2026.03 | - | - | - | - | 75.89 | - | |
2026.03 | - | - | - | - | 76.17 | - | |
2026.03 | - | - | - | - | 75.42 | - | |
2026.03 | - | - | - | - | 76.22 | - | |
2026.03 | - | - | - | - | 77.32 | - | |
2026.03 | - | - | - | - | 76.47 | - | |
2026.03 | - | - | - | - | 75.76 | - | |
2026.03 | - | - | - | - | 75.48 | - | |
2026.03 | - | - | - | - | 77.04 | - | |
2026.03 | - | - | - | - | 76.8 | - | |
2026.03 | - | - | - | - | 78.36 | - | |
2026.03 | - | - | - | - | 79.91 | - | |
2026.03 | - | - | - | - | 78.93 | - | |
2026.03 | - | - | - | - | 79.51 | - | |
2026.03 | - | - | - | - | 79.14 | - | |
2026.03 | - | - | - | - | 79.32 | - | |
2026.03 | - | - | - | - | 78.7 | - | |
2026.03 | - | - | - | - | 79.83 | - | |
2026.03 | - | - | - | - | 79.46 | - |