Object Hallucination Probing on GQA POPE Random
89.93Accuracy (GQA POPE)
Scalpel
Updated 9d ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 89.93 | - | - | - | - | - | - | - | - | - | 89.87 | - | - | |
2026.04 | 89.5 | - | - | - | - | - | - | - | - | - | 89.45 | 90 | 89 | |
2026.02 | 89.3 | - | - | - | - | - | - | - | - | - | 89.49 | - | - | |
2026.04 | 89.26 | - | - | - | - | - | - | - | - | - | 88.78 | 92.93 | 85 | |
2025.12 | 89.03 | - | - | - | - | - | - | - | - | - | 89.06 | 81.1 | - | |
2026.04 | 89 | - | - | - | - | - | - | - | - | - | 88.63 | 91.66 | 85.8 | |
2026.04 | 88.37 | - | - | - | - | - | - | - | - | - | 88.02 | 90.73 | 85.47 | |
2026.02 | 88.13 | - | - | - | - | - | - | - | - | - | 88.91 | - | - | |
2026.04 | 87.97 | - | - | - | - | - | - | - | - | - | 86.67 | 97.11 | 78.27 | |
2026.04 | 87.7 | - | - | - | - | - | - | - | - | - | 88 | 85.9 | 90.2 | |
2025.12 | 87.14 | - | - | - | - | - | - | - | - | - | 86.32 | 94.65 | - | |
2025.12 | 87.09 | - | - | - | - | - | - | - | - | - | 87.96 | 80.46 | - | |
2025.12 | 86.78 | - | - | - | - | - | - | - | - | - | 86.39 | 87.06 | - | |
2026.02 | 86.65 | - | - | - | - | - | - | - | - | - | 86.99 | - | - | |
2026.04 | 86.65 | - | - | - | - | - | - | - | - | - | 86.99 | 84.85 | 89.24 | |
2026.04 | 86.2 | - | - | - | - | - | - | - | - | - | 84.62 | 95.55 | 75.93 | |
2026.04 | 86.11 | - | - | - | - | - | - | - | - | - | 86.11 | 96.87 | 77.53 | |
2025.12 | 86.1 | - | - | - | - | - | - | - | - | - | 87.31 | 80.3 | - | |
2025.12 | 86.1 | - | - | - | - | - | - | - | - | - | 84.81 | 93.78 | - | |
2025.12 | 85.95 | - | - | - | - | - | - | - | - | - | 85.08 | 94.22 | - | |
2026.04 | 85.9 | - | - | - | - | - | - | - | - | - | 85.29 | 89.1 | 81.8 | |
2025.12 | 85.69 | - | - | - | - | - | - | - | - | - | 84.67 | 93.11 | - | |
2026.04 | 85.59 | - | - | - | - | - | - | - | - | - | 85.33 | 86.88 | 83.84 | |
2025.12 | 85.4 | - | - | - | - | - | - | - | - | - | 85.12 | 85.64 | - | |
2026.04 | 85.33 | - | - | - | - | - | - | - | - | - | 86.12 | 95.95 | 78.13 | |
2025.12 | 85.21 | - | - | - | - | - | - | - | - | - | 84.21 | 92.05 | - | |
2026.04 | 84.96 | - | - | - | - | - | - | - | - | - | 86.25 | 79.44 | 94.33 | |
2025.12 | 84.9 | - | - | - | - | - | - | - | - | - | 83.96 | 89.51 | - | |
2025.12 | 84.87 | - | - | - | - | - | - | - | - | - | 85.39 | 82.52 | - | |
2026.04 | 84.33 | - | - | - | - | - | - | - | - | - | 81.94 | 96.73 | 71.07 | |
2025.12 | 84.2 | - | - | - | - | - | - | - | - | - | 85.77 | 78 | - | |
2026.02 | 83.73 | - | - | - | - | - | - | - | - | - | 82.95 | - | - | |
2025.12 | 83.23 | - | - | - | - | - | - | - | - | - | 85.05 | 76.73 | - | |
2025.12 | 83.07 | - | - | - | - | - | - | - | - | - | 83.87 | 80.06 | - | |
2025.12 | 82.83 | - | - | - | - | - | - | - | - | - | 83.56 | 80.16 | - | |
2025.12 | 82.23 | - | - | - | - | - | - | - | - | - | 84.03 | 76.32 | - | |
2025.12 | 79.67 | - | - | - | - | - | - | - | - | - | 80.99 | 76.05 | - | |
2026.04 | 74.76 | - | - | - | - | - | - | - | - | - | 66.6 | 98.43 | 50.33 | |
2026.04 | 74.73 | - | - | - | - | - | - | - | - | - | 65.55 | 98.43 | 50.26 | |
2026.01 | 59.7 | - | - | - | - | - | - | - | - | - | 56.43 | 61.41 | 52.2 | |
2026.01 | 58.97 | - | - | - | - | - | - | - | - | - | 55.35 | 60.7 | 50.87 | |
2026.01 | 58.93 | - | - | - | - | - | - | - | - | - | 54.44 | 61.13 | 49.07 | |
2025.06 | - | 89.47 | 77.03 | 63.83 | 70.23 | 74.87 | 68.07 | - | - | 70.81 | - | - | - | |
2025.06 | - | - | 78 | 68.33 | 71.47 | 73.63 | 70.2 | - | - | 72.33 | - | - | - | |
2025.06 | - | 84.27 | 85.13 | 83.57 | 82.53 | 82.67 | - | - | - | 83.63 | - | - | - | |
2025.06 | - | 87.23 | 82.53 | 73.03 | 74 | - | - | 65.1 | 74.3 | 73.95 | - | - | - | |
2025.06 | - | - | 83.63 | 76.1 | 73.43 | - | - | 55.5 | 80.2 | 73.77 | - | - | - | |
2025.06 | - | 85.17 | 79.93 | 81.9 | 62.03 | - | - | 80.4 | - | 77.89 | - | - | - |