Image-to-text retrieval on MSCOCO 5K (test)
84.8R@1
BEIT-3
Updated 19d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2022.11 | 84.8 | - | - | - | - | |
2022.11 | 84.4 | - | - | - | - | |
2023.12 | 80.6 | 95.2 | 97.6 | - | - | |
2023.12 | 79.4 | 94.4 | 97.5 | - | - | |
2023.12 | 78 | 94.1 | 97.2 | - | - | |
2023.12 | 77.6 | 94.3 | 97.2 | - | - | |
2024.07 | 77.6 | 94.3 | 97.2 | 504.6 | - | |
2023.12 | 76.6 | 93.4 | 96.9 | - | - | |
2023.12 | 76.5 | 93.2 | 96.8 | - | - | |
2023.12 | 75.6 | 92.8 | 96.7 | - | - | |
2024.07 | 74.6 | 92.6 | 96.3 | 494.9 | - | |
2024.07 | 74.4 | 92.3 | 96.5 | 493.7 | - | |
2023.12 | 73.1 | 91.4 | 96 | - | - | |
2024.07 | 73.1 | 91.4 | 96 | 488 | - | |
2024.07 | 71.6 | 90.9 | 95.4 | 481.6 | - | |
2024.07 | 70.8 | 91.7 | 96.2 | 481.2 | - | |
2023.12 | 70 | 91.1 | 95.5 | - | - | |
2024.07 | 70 | 91.1 | 95.5 | 479.9 | - | |
2024.07 | 69.7 | 91.1 | 95.8 | 474.4 | - | |
2024.07 | 69 | 90.4 | 94.9 | 472.6 | - | |
2024.07 | 68.1 | 90.2 | 95.2 | 474.7 | - | |
2024.03 | 67.7 | 87.6 | 92.7 | - | - | |
2026.03 | 67.1 | 89.4 | 94.7 | - | - | |
2024.07 | 66.9 | 88.8 | 94 | 463.9 | - | |
2024.07 | 66.7 | 88.9 | 94.4 | 460.3 | - | |
2023.12 | 65.7 | 88.6 | 93.8 | - | - | |
2024.03 | 65.4 | 85.6 | 91.4 | - | - | |
2024.03 | 65.1 | 85.5 | 91.3 | - | - | |
2024.03 | 64.8 | 85.5 | 91.2 | - | - | |
2024.03 | 63.8 | 84.7 | 91.2 | - | - | |
2026.03 | 63.7 | 87.4 | 93.5 | - | - | |
2024.07 | 63.6 | 87.5 | 93.6 | 458.6 | - | |
2024.03 | 63.4 | 84.7 | 90.7 | - | - | |
2026.03 | 63.3 | 87.9 | 93.2 | - | - | |
2026.03 | 62.3 | 87.6 | 93.4 | - | - | |
2024.07 | 61.7 | 86.7 | 92.3 | 446.6 | - | |
2024.07 | 61.5 | 86.3 | 92.7 | 439.2 | - | |
2026.03 | 61.5 | 86.7 | 92.8 | - | - | |
2026.03 | 61.5 | 86.7 | 92.8 | - | - | |
2024.07 | 60.1 | 85.1 | 91.8 | 441.2 | - | |
2026.03 | 59.8 | 87.2 | 93.3 | - | - | |
2026.03 | 59.3 | 85.8 | 92.4 | - | - | |
2026.03 | 58.9 | 85.2 | 92 | - | - | |
2026.03 | 58.5 | 85.3 | 92.5 | - | - | |
2026.03 | 58.5 | 85.3 | 92.5 | - | - | |
2024.03 | 58.4 | 81.5 | 88.1 | - | - | |
2026.03 | 58.3 | 85.3 | 92.3 | - | - | |
2026.03 | 56.6 | 83.6 | 91.4 | - | - | |
2026.03 | 56.3 | 81.7 | 89.4 | - | - | |
2024.03 | 56.2 | 79.3 | 87.3 | - | - | |
2024.03 | 55.9 | 78.7 | 86.3 | - | - | |
2026.03 | 54.7 | 82.9 | 90.9 | - | - | |
2026.03 | 54 | 82.5 | 90.7 | - | - | |
2025.03 | 53.2 | 79.7 | 88.2 | - | 476.4 | |
2026.03 | 53 | 81.1 | 89.4 | - | - | |
2025.03 | 52.6 | 79.4 | 87.2 | - | 474 | |
2025.03 | 52.4 | 79.8 | 88.1 | - | 473.2 | |
2024.03 | 51.9 | 76.3 | 83.9 | - | - | |
2025.03 | 51.2 | 79.1 | 87.5 | - | 474.2 | |
2025.03 | 50.6 | 78 | 86.7 | - | 463.7 | |
2026.03 | 50.4 | 82.2 | 90 | - | - | |
2024.03 | 49.5 | 74.5 | 82.5 | - | - | |
2025.03 | 48.4 | 76.7 | 85.9 | - | 454.4 | |
2025.03 | 47.8 | 75.8 | 84.5 | - | 453.4 |