Object Hallucination on POPE Adversarial
90Accuracy
LogicCheckGPT
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2024.02 | 90 | - | - | 89.58 | - | - | - | - | |
2024.02 | 89 | - | - | 88 | - | - | - | - | |
2024.02 | 88.67 | - | - | 88.27 | - | - | - | - | |
2026.02 | 88.5 | - | - | - | - | - | 11.2 | 4.6 | |
2026.02 | 88.2 | - | - | - | - | - | 11.4 | 5.6 | |
2026.02 | 88 | - | - | - | - | - | 10.8 | 5 | |
2023.11 | 87.9 | - | - | - | - | - | - | - | |
2026.02 | 87.8 | - | 86.4 | 87.63 | - | - | - | - | |
2023.11 | 87.7 | - | - | - | - | - | - | - | |
2024.02 | 87.67 | - | - | 87.54 | - | - | - | - | |
2026.02 | 87.6 | - | - | - | - | - | 12 | 3.8 | |
2026.04 | 87.6 | - | - | 87 | - | - | - | - | |
2026.02 | 87.4 | - | - | - | - | - | 12.2 | 3.6 | |
2023.11 | 87.2 | - | - | - | - | - | - | - | |
2026.02 | 87.2 | - | - | - | - | - | 12.4 | 3.4 | |
2026.02 | 87.13 | - | 84.07 | 86.73 | - | - | - | - | |
2026.02 | 87.1 | - | 79.87 | 86.09 | - | - | - | - | |
2026.02 | 87.1 | - | 79.87 | 86.09 | - | - | - | - | |
2026.02 | 87.1 | - | - | - | - | - | 12.6 | 4.4 | |
2026.02 | 87.03 | - | 80.93 | 86.19 | - | - | - | - | |
2024.02 | 87 | - | - | 87.62 | - | - | - | - | |
2026.02 | 86.93 | - | 80.13 | 85.98 | - | - | - | - | |
2026.04 | 86.9 | - | - | 86.3 | - | - | - | - | |
2026.02 | 86.87 | - | 81.2 | 86.08 | - | - | - | - | |
2026.02 | 86.87 | - | 81.2 | 86.08 | - | - | - | - | |
2026.02 | 86.87 | - | 81.2 | 86.08 | - | - | - | - | |
2026.02 | 86.8 | - | - | - | - | - | 12.9 | 5.6 | |
2026.02 | 86.8 | - | - | - | - | - | 12.9 | 4.1 | |
2026.02 | 86.73 | - | 79.27 | 85.67 | - | - | - | - | |
2026.02 | 86.7 | - | - | - | - | - | 12.9 | 2.9 | |
2024.02 | 86.67 | - | - | 86.67 | - | - | - | - | |
2026.02 | 86.57 | - | 81.6 | 85.86 | - | - | - | - | |
2023.12 | 86.54 | 93.01 | 79.52 | 85.73 | 46.33 | - | - | - | |
2026.02 | 86.5 | - | - | - | - | - | 13.1 | 5.7 | |
2026.02 | 86.5 | - | - | - | - | - | 13.1 | 3.9 | |
2026.02 | 86.5 | - | - | - | - | - | 13.2 | 2.6 | |
2023.11 | 86.2 | - | - | - | - | - | - | - | |
2026.02 | 86.2 | - | - | - | - | - | 13.5 | 6 | |
2026.02 | 86.2 | - | - | - | - | - | 13.5 | 3.5 | |
2026.02 | 86.13 | - | 82.07 | 85.55 | - | - | - | - | |
2026.02 | 86.13 | - | 81.87 | 85.52 | - | - | - | - | |
2026.01 | 86.12 | - | - | 84.28 | - | - | - | - | |
2026.02 | 86 | - | - | - | - | - | 13.7 | 3.3 | |
2026.02 | 86 | - | - | - | - | - | 13.5 | 2.3 | |
2023.12 | 85.93 | 91.78 | 78.93 | 84.87 | 43 | - | - | - | |
2023.11 | 85.9 | - | - | - | - | - | - | - | |
2023.11 | 85.9 | - | - | - | - | - | - | - | |
2026.02 | 85.9 | - | - | - | - | - | 13.8 | 4.7 | |
2026.01 | 85.86 | - | - | 83.92 | - | - | - | - | |
2026.02 | 85.8 | - | - | - | - | - | 13.9 | 4.6 | |
2023.12 | 85.77 | 92.01 | 78.33 | 84.62 | 42.57 | - | - | - | |
2026.02 | 85.7 | - | - | - | - | - | 13.8 | 2 | |
2024.03 | 85.67 | 91.99 | 78.13 | 84.5 | 42.47 | - | - | - | |
2024.03 | 85.6 | - | - | 84.7 | 44.1 | - | - | - | |
2026.02 | 85.6 | - | - | - | - | - | 14.1 | 4.4 | |
2026.02 | 85.6 | - | - | - | - | - | 14.2 | 2.8 | |
2023.11 | 85.37 | 88.69 | 81.07 | 84.71 | - | - | - | - | |
2023.12 | 85.33 | 85.43 | 85.2 | 85.31 | 49.87 | - | - | - | |
2024.02 | 85.33 | - | - | 86.25 | - | - | - | - | |
2026.02 | 85.3 | - | - | - | - | - | 14.4 | 4.4 | |
2026.02 | 85.27 | - | 80.4 | 84.51 | - | - | - | - | |
2026.02 | 85.2 | - | - | - | - | - | 14.5 | 5 | |
2026.02 | 85.2 | - | - | - | - | - | 14.5 | 4.3 | |
2026.02 | 85.2 | - | - | - | - | - | 14.4 | 4.1 | |
2026.02 | 85.12 | - | - | 83.08 | - | - | - | - | |
2024.03 | 85.1 | - | - | 84.2 | 44 | - | - | - | |
2026.02 | 85.1 | - | - | - | - | - | 14.6 | 2.4 | |
2026.02 | 85 | - | - | - | - | - | 14.7 | 4.8 | |
2026.02 | 84.9 | - | - | - | - | - | 14.8 | 3.7 | |
2026.02 | 84.6 | - | - | - | - | - | 15.1 | 4.4 | |
2026.02 | 84.6 | - | - | - | - | - | 15 | 3.8 | |
2026.02 | 84.6 | - | - | - | - | - | 15.1 | 3.4 | |
2026.02 | 84.5 | - | - | - | - | - | 15.2 | 3.6 | |
2026.02 | 84.5 | - | - | - | - | - | 15.2 | 3.6 | |
2026.02 | 84.5 | - | - | - | - | - | 15.2 | 1.8 | |
2026.02 | 84.4 | - | - | - | - | - | 15.3 | 4.2 | |
2023.11 | 84.3 | - | - | 83.2 | 43.5 | - | - | - | |
2026.03 | 84.3 | - | - | 83.1 | - | - | - | - | |
2023.12 | 84.17 | 82.17 | 87.27 | 84.64 | 53.1 | - | - | - | |
2023.12 | 84.12 | 85.54 | 82.13 | 83.8 | 48 | - | - | - | |
2026.04 | 84.1 | - | - | 83.5 | - | - | - | - | |
2026.02 | 84 | - | - | - | - | - | 15.6 | 2.9 | |
2026.02 | 83.96 | - | - | 81.82 | - | - | - | - | |
2026.02 | 83.8 | - | - | - | - | - | 15.8 | 3.7 | |
2026.02 | 83.8 | - | - | - | - | - | 15.8 | - | |
2026.02 | 83.7 | - | - | - | - | - | 16 | 2.8 | |
2026.02 | 83.7 | - | - | - | - | - | 16 | 2.5 | |
2026.02 | 83.52 | - | - | 81.38 | - | - | - | - | |
2026.02 | 83.5 | - | 83.2 | 83.51 | - | - | - | - | |
2026.02 | 83.5 | - | - | - | - | - | 16.3 | 3.2 | |
2026.02 | 83.4 | - | - | - | - | - | 16.2 | 2.6 | |
2026.03 | 83.4 | - | - | 82.4 | - | - | - | - | |
2024.02 | 83.33 | - | - | 84.84 | - | - | - | - | |
2026.02 | 83.23 | - | 78.33 | 82.37 | - | - | - | - | |
2026.02 | 83.2 | - | 78.2 | 82.32 | - | - | - | - | |
2026.02 | 83.2 | - | 78.2 | 82.32 | - | - | - | - | |
2026.03 | 83.2 | - | - | 82 | - | - | - | - | |
2023.12 | 83.1 | 85.6 | 79.6 | 82.49 | 46.5 | - | - | - | |
2023.06 | 83.1 | 85.6 | 79.6 | 82.49 | 46.5 | - | - | - | |
2023.11 | 83.1 | 85.6 | 79.6 | 82.49 | - | - | - | - |
Showing 100 of 299 rows