Object Hallucination on POPE Popular
93.01F1 Score
ORCA
Updated 2d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.09 | 93.01 | 93.33 | - | - | - | - | |
2025.09 | 92.31 | 92.67 | - | - | - | - | |
2025.09 | 91.84 | 92 | - | - | - | - | |
2024.02 | 91.4 | 91.67 | - | - | - | - | |
2026.02 | 89.91 | 90.3 | - | 86.4 | - | - | |
2026.05 | 89.24 | 89.53 | - | - | - | - | |
2026.02 | 88.96 | 89.57 | - | 84.07 | - | - | |
2024.02 | 88.64 | 89.67 | - | - | - | - | |
2024.02 | 88.59 | 88.67 | - | - | - | - | |
2026.02 | 88.03 | 88.9 | - | 81.6 | - | - | |
2023.12 | 88.02 | 88.17 | 89.13 | 86.93 | 48.77 | - | |
2026.05 | 87.95 | 88.32 | - | - | - | - | |
2024.02 | 87.87 | 87.67 | - | - | - | - | |
2025.11 | 87.81 | 88.06 | - | - | - | - | |
2026.02 | 87.79 | 88.6 | - | 81.93 | - | - | |
2026.02 | 87.75 | 88.67 | - | 81.2 | - | - | |
2026.02 | 87.75 | 88.67 | - | 81.2 | - | - | |
2026.02 | 87.75 | 88.67 | - | 81.2 | - | - | |
2026.05 | 87.7 | 87.01 | - | - | - | - | |
2026.05 | 87.68 | 87.16 | - | - | - | - | |
2025.11 | 87.65 | 87.93 | - | - | - | - | |
2026.02 | 87.53 | 88.3 | - | 82.13 | - | - | |
2023.12 | 87.5 | 87.83 | 89.94 | 85.2 | 47.37 | - | |
2025.11 | 87.41 | 87.9 | - | - | - | - | |
2023.12 | 87.36 | 87.94 | 97.23 | 79.31 | 45.03 | - | |
2026.02 | 87.34 | 88.27 | - | 80.93 | - | - | |
2026.02 | 87.33 | 88.37 | - | 80.2 | - | - | |
2025.11 | 87.24 | 87.88 | - | - | - | - | |
2025.11 | 87.22 | 87.88 | - | - | - | - | |
2024.02 | 87.16 | 87.33 | - | - | - | - | |
2026.05 | 87.16 | 87.33 | - | - | - | - | |
2026.02 | 87.14 | 88.23 | - | 79.73 | - | - | |
2026.02 | 87.14 | 88.23 | - | 79.73 | - | - | |
2024.02 | 87.05 | 87 | - | - | - | - | |
2026.05 | 86.99 | 86.65 | - | - | - | - | |
2026.02 | 86.89 | 88.03 | - | 79.33 | - | - | |
2026.05 | 86.84 | 87.73 | - | - | - | - | |
2026.01 | 86.78 | 88.17 | - | - | - | - | |
2026.05 | 86.69 | 87.36 | - | - | - | - | |
2025.09 | 86.67 | 88 | - | - | - | - | |
2025.09 | 86.64 | 87.67 | - | - | - | - | |
2026.02 | 86.63 | 87.13 | - | 83.33 | - | - | |
2026.05 | 86.62 | 86.64 | - | - | - | - | |
2025.01 | 86.62 | 85.73 | - | - | - | - | |
2026.02 | 86.61 | 87.57 | - | 80.4 | - | - | |
2026.04 | 86.6 | 87.3 | - | - | - | - | |
2025.01 | 86.55 | 86.92 | - | - | - | - | |
2023.10 | 86.4 | - | - | - | - | - | |
2024.02 | 86.37 | 86.33 | - | - | - | - | |
2025.09 | 86.35 | 87.67 | - | - | - | - | |
2025.01 | 86.34 | 86.67 | - | - | - | - | |
2024.04 | 86.3 | 86 | 79.7 | 93.9 | 58.9 | - | |
2023.12 | 86.29 | 87.46 | 95.17 | 78.93 | 41.46 | - | |
2026.02 | 86.28 | 84.56 | - | - | - | - | |
2025.11 | 86.24 | 86.62 | - | - | - | - | |
2023.12 | 86.23 | 87.47 | 95.69 | 78.47 | 41 | - | |
2023.12 | 86.22 | 85.83 | 83.91 | 88.67 | 52.83 | - | |
2024.03 | 86.2 | 87.3 | - | - | 42.4 | - | |
2023.10 | 86.2 | - | - | - | - | - | |
2026.02 | 86.12 | 87.72 | - | - | - | - | |
2024.03 | 86.1 | 87.2 | - | - | 41.9 | - | |
2023.10 | 86.1 | - | - | - | - | - | |
2026.04 | 86 | 86.7 | - | - | - | - | |
2025.09 | 86 | 86 | - | - | - | - | |
2025.01 | 86 | 86.33 | - | - | - | - | |
2025.11 | 85.95 | 86.58 | - | - | - | - | |
2023.11 | 85.94 | 86.77 | 91.69 | 80.87 | - | - | |
2024.03 | 85.92 | 87.2 | 95.44 | 78.13 | 40.93 | - | |
2024.02 | 85.89 | 84.67 | - | - | - | - | |
2025.01 | 85.78 | 85.91 | - | - | - | - | |
| 85.7 | 85.9 | - | - | - | - | ||
2025.01 | 85.7 | 86 | - | - | - | - | |
2026.05 | 85.69 | 86.8 | - | - | - | - | |
2024.12 | 85.63 | 85.37 | 84.25 | 87.1 | - | - | |
2025.01 | 85.61 | 84.69 | - | - | - | - | |
2023.12 | 85.6 | 86.2 | 89.46 | 82.06 | 45.86 | - | |
2026.01 | 85.56 | 84.7 | - | - | - | - | |
2026.02 | 85.52 | 83.16 | - | - | - | - | |
2025.01 | 85.51 | 85.73 | - | - | - | - | |
2023.10 | 85.5 | - | - | - | - | - | |
2025.11 | 85.5 | 84.15 | - | - | - | - | |
2025.01 | 85.48 | 85.6 | - | - | - | - | |
2024.12 | 85.32 | 84.58 | 81.61 | 89.43 | - | - | |
2026.03 | 85.3 | 86.5 | - | - | - | - | |
2026.02 | 85.28 | 83.82 | - | - | - | - | |
2026.01 | 85.24 | 83.83 | - | - | - | - | |
2026.04 | 85.16 | 85.43 | - | - | - | - | |
2026.05 | 85.06 | 85.38 | - | - | - | - | |
2026.01 | 85.01 | 83.42 | - | - | - | - | |
2025.09 | 84.98 | 86.33 | - | - | - | - | |
2026.04 | 84.93 | 85.86 | - | - | - | - | |
2026.02 | 84.92 | 86.89 | - | - | - | - | |
2026.05 | 84.91 | 86.43 | - | - | - | - | |
2025.01 | 84.91 | 84.23 | - | - | - | - | |
2026.04 | 84.89 | 86.17 | - | - | - | - | |
2026.01 | 84.85 | 86.77 | - | - | - | - | |
2026.04 | 84.8 | 85 | - | - | - | - | |
2026.02 | 84.78 | 85.9 | - | 78.53 | - | - | |
2026.05 | 84.77 | 83.23 | - | - | - | - | |
2026.02 | 84.76 | 85.9 | - | 78.4 | - | - |
Showing 100 of 397 rows