Object Hallucination Probing on OKVQA POPE Popular
85Accuracy
Scalpel
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 85 | - | - | - | - | - | - | - | - | - | - | - | 85.18 | |
2026.02 | 83.4 | - | - | - | - | - | - | - | - | - | - | - | 84.45 | |
2026.02 | 83.22 | - | - | - | - | - | - | - | - | - | - | - | 84.67 | |
2026.02 | 81.85 | - | - | - | - | - | - | - | - | - | - | - | 82.82 | |
| 81.64 | - | - | - | - | - | - | - | - | - | 78.5 | 88.77 | 83.32 | ||
2026.02 | 79.9 | - | - | - | - | - | - | - | - | - | - | - | 79.59 | |
| 79.78 | - | - | - | - | - | - | - | - | - | 76 | 87.05 | 81.15 | ||
2024.03 | 76.19 | - | - | - | - | - | - | - | - | - | 72.16 | 85.28 | 78.17 | |
| 62.81 | - | - | - | - | - | - | - | - | - | 61.62 | 75.78 | 67.97 | ||
| 62.22 | - | - | - | - | - | - | - | - | - | 62.23 | 68.55 | 65.24 | ||
2024.03 | 60.75 | - | - | - | - | - | - | - | - | - | 60.67 | 68.84 | 64.5 | |
2025.06 | - | 86.97 | 74.5 | 63.27 | 69.4 | 77.03 | 67.73 | - | - | 70.39 | - | - | - | |
2025.06 | - | - | 77.57 | 67.1 | 68.4 | 77.03 | 68.2 | - | - | 71.66 | - | - | - | |
2025.06 | - | 85 | 83.4 | 81.87 | 84.27 | 77.97 | - | - | - | 82.5 | - | - | - | |
2025.06 | - | 88.7 | 85.6 | 67.9 | 75.43 | - | - | 58.87 | 75.27 | 72.61 | - | - | - | |
2025.06 | - | - | 84.17 | 71.57 | 73.3 | - | - | 52.4 | 75.63 | 71.41 | - | - | - | |
2025.06 | - | 88.1 | 85.7 | 83.9 | 68.5 | - | - | 86.03 | - | 82.45 | - | - | - |