Object Hallucination Evaluation on POPE (Rand, Pop, Adv, Avg)
100.43Average Accuracy
MS-Resampler
Updated 24d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.06 | 100.43 | - | - | - | 87 | - | |
2026.06 | 100 | - | - | - | 85.9 | - | |
2026.06 | 100 | - | - | - | - | 87.61 | |
2026.06 | 99.4 | - | - | - | - | 87.79 | |
2026.06 | 98.8 | - | - | - | - | 88.31 | |
2026.06 | 98.4 | - | - | - | - | 87.98 | |
2026.06 | 98.2 | - | - | - | - | 87.35 | |
2026.06 | 97.98 | - | - | - | 82.8 | - | |
2026.06 | 96.26 | - | - | - | 82.6 | - | |
2026.06 | 96.19 | - | - | - | 82.3 | - | |
2026.06 | 96 | - | - | - | - | 87.38 | |
2026.06 | 95.79 | - | - | - | 83.6 | - | |
2026.06 | 91.1 | 93.8 | 91.3 | 88.1 | - | - | |
2026.06 | 91 | 93.7 | 90.9 | 88.2 | - | - | |
2026.06 | 90.9 | 93.4 | 90.9 | 88.5 | - | - | |
2026.06 | 90.9 | 93.7 | 90.9 | 88.2 | - | - | |
2026.06 | 90.8 | 93.2 | 90.7 | 88.4 | - | - | |
2026.06 | 90.6 | 92.4 | 90.6 | 88.9 | - | - | |
2026.06 | 90.3 | - | - | - | - | - | |
2026.06 | 90.1 | - | - | - | - | - | |
2026.06 | 89.8 | - | - | - | - | - | |
2026.06 | 89.58 | - | - | - | 64.8 | - | |
2026.06 | 89.43 | - | - | - | - | - | |
2026.06 | 89.16 | - | - | - | - | - | |
2026.06 | 89.13 | - | - | - | - | - | |
2026.06 | 89.06 | - | - | - | 82.8 | - | |
2026.06 | 88.97 | - | - | - | - | - | |
2026.06 | 88.92 | - | - | - | 71.3 | - | |
2026.06 | 88.7 | - | - | - | - | - | |
2026.06 | 88.6 | - | - | - | - | - | |
2026.06 | 88.54 | - | - | - | - | - | |
2026.06 | 88.34 | - | - | - | - | - | |
2026.06 | 88 | - | - | - | - | - | |
2026.06 | 87.62 | - | - | - | - | - | |
2026.06 | 87.6 | - | - | - | - | - | |
2026.06 | 87.34 | - | - | - | - | - | |
2026.06 | 87.33 | - | - | - | - | - | |
2026.06 | 87.32 | - | - | - | - | - | |
2026.06 | 87.26 | - | - | - | - | - | |
2026.06 | 87.26 | - | - | - | - | - | |
2026.06 | 86.89 | - | - | - | - | - | |
2026.06 | 86.82 | - | - | - | - | - | |
2026.06 | 86.82 | - | - | - | - | - | |
2026.06 | 86.7 | - | - | - | - | - | |
2026.06 | 86.5 | - | - | - | - | 87.41 | |
2026.06 | 86.19 | - | - | - | - | - | |
2026.06 | 85.94 | - | - | - | - | - | |
2026.06 | 85.2 | - | - | - | - | - | |
2026.06 | 85.1 | - | - | - | - | - | |
2026.06 | 84.38 | - | - | - | - | - | |
2026.06 | 73.88 | - | - | - | - | - | |
2026.06 | 70.6 | - | - | - | - | - | |
2026.06 | 58.91 | - | - | - | - | - | |
2024.12 | - | 88.1 | 87.5 | 85.6 | - | - | |
2024.12 | - | 86.2 | 84.9 | 80.6 | - | - | |
2024.12 | - | 84.4 | 81.5 | 80.1 | - | - | |
2024.12 | - | 86.2 | 80.3 | 79.8 | - | - | |
2024.12 | - | 51.6 | 50.1 | 50.1 | - | - | |
2024.12 | - | 66.3 | 63.7 | 58.4 | - | - | |
2024.12 | - | 56.2 | 53 | 51.8 | - | - | |
2024.12 | - | 56.4 | 54 | 52.9 | - | - | |
2024.12 | - | 58.9 | 55.8 | 53.2 | - | - | |
2024.12 | - | 52 | 50.5 | 50.3 | - | - | |
2024.12 | - | 88.1 | 85.5 | 82.8 | - | - | |
2024.12 | - | 82.3 | 78.4 | 72 | - | - | |
2024.12 | - | 86.2 | 83.5 | 79.7 | - | - | |
2024.12 | - | 86.4 | 83.5 | 80.1 | - | - | |
2024.12 | - | 69.5 | 66.9 | 61.5 | - | - | |
2024.12 | - | 84.4 | 83.5 | 82.7 | - | - | |
2024.12 | - | 58.9 | 59.3 | 58.8 | - | - | |
2024.12 | - | 55.6 | 55.6 | 53.5 | - | - | |
2026.06 | - | - | - | - | 83.4 | - |