Object Hallucination Assessment on MSCOCO
30.2CHAIR Instance Score
mPLUG-Owl
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2023.10 | 30.2 | 76.8 | 98.5 | - | - | - | |
2023.10 | 18.8 | 62.7 | 90.7 | - | - | - | |
2023.10 | 18.2 | 36.2 | 45.7 | - | - | - | |
2024.05 | 14.9 | 48.8 | - | - | - | - | |
2024.05 | 14.1 | 48.3 | - | - | - | - | |
2024.05 | 13.2 | 40.3 | - | - | - | - | |
2024.05 | 11.3 | 38.7 | - | - | - | - | |
2025.12 | 10.4 | 32.8 | 53.9 | - | - | - | |
2023.10 | 9.2 | 31.5 | 116.2 | - | - | - | |
2024.05 | 8.8 | 37 | - | - | - | - | |
2023.10 | 8.7 | 25.3 | 56.5 | - | - | - | |
2024.05 | 8.3 | 35.2 | - | - | - | - | |
2025.12 | 7.9 | 26.4 | 53.4 | - | - | - | |
2023.10 | 7.6 | 12.5 | 18.9 | - | - | - | |
2024.05 | 7.5 | 29.7 | - | - | - | - | |
2025.12 | 7.5 | 18 | 60.1 | - | - | - | |
2024.05 | 7.3 | 28 | - | - | - | - | |
2025.12 | 7.3 | 26.2 | 55.4 | - | - | - | |
2025.12 | 7.3 | 22.4 | 52.7 | - | - | - | |
2025.12 | 7.1 | 25.8 | 55.3 | - | - | - | |
2025.12 | 6.8 | 23.2 | 54.7 | - | - | - | |
2024.05 | 6.7 | 24 | - | - | - | - | |
2025.12 | 6.4 | 22.4 | 54.3 | - | - | - | |
2025.12 | 6.3 | 24 | 54.4 | - | - | - | |
2025.12 | 6.3 | 21.2 | 55.5 | - | - | - | |
2025.12 | 6.2 | 22 | 54.5 | - | - | - | |
2025.12 | 6.1 | 21.4 | 54.1 | - | - | - | |
2025.12 | 6.1 | 15.1 | 60.2 | - | - | - | |
2024.05 | 6 | 21 | - | - | - | - | |
2025.12 | 6 | 21 | 54.7 | - | - | - | |
2025.12 | 6 | 14.8 | 60.7 | - | - | - | |
2025.12 | 5.9 | 20.8 | 54.5 | - | - | - | |
2025.12 | 5.8 | 14.9 | 60.3 | - | - | - | |
2025.12 | 5.7 | 14.4 | 60.4 | - | - | - | |
2025.12 | 5.7 | 14.7 | 59.8 | - | - | - | |
2025.12 | 5.6 | 18.4 | 52.7 | - | - | - | |
2025.12 | 5.5 | 13.6 | 60.2 | - | - | - | |
2023.10 | 4.4 | 7.1 | 10.3 | - | - | - | |
2025.09 | - | - | 99.8 | 48.8 | 13.4 | 78.6 | |
2025.09 | - | - | - | 24.8 | 6.9 | - | |
2025.09 | - | - | - | 25 | 6.7 | - | |
2025.09 | - | - | 54.1 | 23.5 | 6.5 | 55 |