Object Hallucination on POPE Adversarial v1.0
84.4Accuracy
ONLY + VDC
Updated 1mo ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2025.12 | 84.4 | 85.78 | 82.47 | 84.09 | |
2025.12 | 83.77 | 85.1 | 81.87 | 83.45 | |
2025.12 | 83.73 | 88.98 | 77 | 82.56 | |
2025.12 | 83.4 | 91.34 | 73.8 | 81.64 | |
2025.12 | 83.2 | 91.09 | 73.6 | 81.42 | |
2025.12 | 83.1 | 88.46 | 76.13 | 81.83 | |
2025.12 | 83.03 | 91.12 | 73.2 | 81.18 | |
2025.12 | 82.53 | 90.8 | 72.4 | 80.56 | |
2025.12 | 79.67 | 75.23 | 88.47 | 81.31 | |
2025.12 | 79.43 | 75.07 | 88.13 | 81.08 | |
2025.12 | 76.87 | 72.05 | 87.8 | 79.15 | |
2025.12 | 76.63 | 72.01 | 87.13 | 78.85 | |
2025.12 | 76.63 | 71.79 | 87.73 | 78.97 | |
2025.12 | 76.4 | 72.02 | 86.33 | 78.53 | |
2025.12 | 76.3 | 72.82 | 83.93 | 77.98 | |
2025.12 | 76.3 | 72.2 | 85.53 | 78.3 | |
2025.12 | 75.87 | 71.18 | 86.93 | 78.27 | |
2025.12 | 75.8 | 72.29 | 83.67 | 77.56 | |
2025.12 | 75.67 | 70.52 | 88.2 | 78.38 | |
2025.12 | 75.63 | 71.28 | 85.87 | 77.9 | |
2025.12 | 75.4 | 71.26 | 85.13 | 77.58 | |
2025.12 | 75.23 | 70.23 | 87.6 | 77.96 | |
2025.12 | 74.97 | 70.96 | 84.53 | 77.15 | |
2025.12 | 74.17 | 70.04 | 84.47 | 76.58 |