Text-to-Image Retrieval on DOCCI
93.4Recall@1
Gemini Embedding 2
Updated 7d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.05 | 93.4 | - | - | - | - | - | - | |
2025.12 | 86.73 | 98.1 | - | - | - | - | - | |
2026.02 | 85.6 | - | - | - | - | - | - | |
2026.02 | 84.4 | - | - | - | - | - | - | |
2025.03 | 84.37 | 97.55 | 99.76 | 99.98 | - | - | - | |
2025.12 | 84.37 | 99.55 | - | - | - | - | - | |
2026.05 | 84 | - | - | - | - | - | - | |
2026.05 | 83.8 | - | - | - | - | - | - | |
2026.02 | 83.04 | 97.06 | - | - | 98.96 | - | - | |
2026.02 | 82.5 | - | - | - | - | - | - | |
2025.12 | 82.2 | 97.12 | - | - | - | - | - | |
2026.02 | 82 | - | - | - | - | - | - | |
2025.12 | 81.04 | 96.33 | - | - | - | - | - | |
2026.02 | 80.4 | - | - | - | - | - | - | |
2026.02 | 80 | - | - | - | - | - | - | |
2026.05 | 79.65 | 95.29 | 99.1 | 99.59 | - | - | - | |
2026.02 | 79.5 | - | - | - | - | - | - | |
2025.03 | 79.47 | 96.65 | 99.69 | 99.92 | - | - | - | |
2025.12 | 79.47 | 96.65 | - | - | - | - | - | |
2026.02 | 79.47 | 96.65 | - | - | 98.69 | - | - | |
2026.02 | 79.1 | - | - | - | - | - | - | |
2025.03 | 79.04 | 95.78 | 99.55 | 99.84 | - | - | - | |
2025.12 | 79.04 | 95.78 | - | - | - | - | - | |
2025.03 | 78.84 | 95.25 | 99.19 | 99.59 | - | - | - | |
2026.02 | 78.6 | - | - | - | - | - | - | |
2026.02 | 78.1 | - | - | - | - | - | - | |
2026.02 | 78 | - | - | - | - | - | - | |
2026.02 | 74.92 | 94.08 | - | - | 97.31 | - | - | |
2025.12 | 74.7 | 94.24 | - | - | - | - | - | |
2026.05 | 74.27 | 93.76 | 99.27 | 99.71 | - | - | - | |
2025.12 | 73.78 | 93.86 | - | - | - | - | - | |
2026.02 | 72.6 | - | - | - | - | - | - | |
2025.03 | 71.63 | 92.16 | 98.9 | 99.73 | - | - | - | |
2026.02 | 71.4 | - | - | - | - | - | - | |
2025.03 | 71.22 | 92.39 | 98.9 | 99.61 | - | - | - | |
2025.12 | 71.22 | 92.39 | - | - | - | - | - | |
2025.12 | 70.94 | 92.98 | - | - | - | - | - | |
2025.12 | 68.84 | 90.92 | - | - | - | - | - | |
2026.02 | 67.8 | 90.22 | - | - | 94.84 | - | - | |
2025.12 | 65.5 | 89.3 | - | - | - | - | - | |
2026.02 | 64.49 | 87.67 | - | - | 93.43 | - | - | |
2026.02 | 63 | - | - | - | - | - | - | |
2026.05 | 59.1 | 83.9 | 95.43 | 97.94 | - | - | - | |
2026.02 | 57.1 | - | - | - | - | - | - | |
2026.05 | 49.24 | 75.73 | 90.76 | 94.71 | - | - | - | |
2026.01 | - | 36.3 | - | - | - | - | - | |
2026.01 | - | 53.4 | - | - | - | - | - | |
2026.01 | - | 27.9 | - | - | - | - | - | |
2026.01 | - | 51.7 | - | - | - | - | - | |
2026.01 | - | 50.4 | - | - | - | - | - | |
2026.04 | - | - | - | - | - | 40.4 | - | |
2026.04 | - | - | - | - | - | 58.8 | - | |
2026.04 | - | - | - | - | - | 72.8 | - | |
2025.09 | - | - | - | - | - | - | 52.4 | |
2025.09 | - | - | - | - | - | - | 70.8 | |
2025.09 | - | - | - | - | - | - | 39.7 | |
2025.09 | - | - | - | - | - | - | 46.3 | |
2025.09 | - | - | - | - | - | - | 55.4 | |
2025.09 | - | - | - | - | - | - | 62.2 | |
2025.09 | - | - | - | - | - | - | 69.3 | |
2025.09 | - | - | - | - | - | - | 69.5 | |
2025.09 | - | - | - | - | - | - | 63 |