Composed Image Retrieval on CIRR (test)
55.52Recall@1
ReCALL (R_refine)
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 55.52 | 84.07 | 91.83 | 98.55 | 81.49 | 93.35 | 97.64 | 82.81 | - | - | - | - | |
2024.04 | 55.06 | 83.83 | 90.87 | 98.29 | 81.54 | 92.65 | 97.04 | 82.69 | - | - | - | - | |
2023.11 | 54.48 | 84.07 | 91.48 | - | 81.05 | - | 97.11 | 82.56 | - | - | - | - | |
2023.10 | 54.15 | 83.01 | 90.39 | 98.17 | 82.31 | 92.68 | 96.87 | 82.66 | - | - | - | - | |
2025.04 | 54.12 | 84.27 | 91.06 | 98.43 | 82.64 | 92.45 | 96.77 | 82.66 | - | - | - | - | |
2026.01 | 53.76 | 84.15 | 91.25 | 98.19 | 80.82 | 92.72 | 97.11 | - | - | - | 82.49 | - | |
2025.04 | 53.64 | 83.76 | 90.6 | 97.93 | 79.12 | 92.33 | 96.67 | 81.44 | - | - | - | - | |
2026.02 | 53.64 | 83.76 | 90.6 | 97.93 | 79.12 | 92.33 | 96.67 | 81.44 | - | - | - | - | |
2026.02 | 53.42 | 82.99 | 90.24 | 98.15 | 81.04 | 92.58 | 96.94 | 82.01 | - | - | - | - | |
2026.01 | 53.42 | 82.99 | 90.24 | 98.15 | 81.04 | 92.58 | 96.94 | - | - | - | 82.01 | - | |
2026.02 | 53.41 | 84.05 | 91.17 | 98 | - | - | - | - | - | - | - | - | |
2026.01 | 53.41 | 84.05 | 91.17 | 98 | - | - | - | - | - | - | - | - | |
2026.02 | 52.22 | 82.53 | 90.31 | 98.17 | 78.51 | 91.28 | 96.48 | 80.52 | - | - | - | - | |
2026.01 | 52.22 | 82.53 | 90.31 | 98.17 | 78.51 | 91.28 | 96.48 | - | - | - | 80.52 | - | |
2023.10 | 51.96 | 82.12 | 89.74 | 97.69 | 80.65 | 92.31 | 96.6 | 81.39 | - | - | - | - | |
2024.04 | 51.96 | 82.12 | 89.74 | 97.69 | 80.65 | 92.31 | 96.6 | 81.39 | - | - | - | - | |
2025.04 | 51.96 | 82.12 | 89.74 | 97.69 | 80.65 | 92.31 | 96.6 | 81.39 | - | - | - | - | |
2023.11 | 51.96 | 82.12 | 89.74 | - | 80.65 | - | 96.6 | 81.39 | - | - | - | - | |
2026.02 | 51.96 | 82.12 | 89.74 | 97.69 | 80.65 | 92.31 | 96.6 | 81.39 | - | - | - | - | |
2026.01 | 51.96 | 82.12 | 89.74 | 97.69 | 80.65 | 92.31 | 96.6 | - | - | - | 81.39 | - | |
2026.02 | 51.23 | 82.15 | 90.2 | 98.2 | 77.57 | 91.83 | 96.34 | 79.86 | - | - | - | - | |
2026.01 | 51.09 | 83.2 | 92.03 | 97.89 | 80.65 | 91.8 | 95.93 | - | - | - | 81.93 | - | |
2024.03 | 51.03 | - | 88.93 | 97.53 | 76.51 | - | 95.76 | - | - | - | - | - | |
2026.01 | 50.96 | 80.15 | 86.86 | 94.46 | 77.45 | 90.65 | 96.1 | - | - | - | 78.8 | - | |
2023.10 | 50.55 | 81.75 | 89.78 | 97.18 | 80.04 | 91.9 | 96.58 | 80.9 | - | - | - | - | |
2023.05 | 50.55 | 81.75 | 89.78 | 97.18 | 80.04 | 91.9 | 96.58 | 80.9 | - | - | - | - | |
2025.04 | 50.55 | 81.75 | 89.78 | 97.18 | 80.04 | 94.29 | 96.8 | 80.9 | - | - | - | - | |
2026.01 | 50.55 | 81.75 | 89.78 | 97.18 | 80.04 | 91.9 | 96.58 | - | - | - | 80.9 | - | |
2026.02 | 50.43 | 81.08 | 88.89 | 98.05 | 76.75 | 90.34 | 95.78 | 79.28 | - | - | - | - | |
2023.10 | 49.69 | 78.6 | 86.77 | 94.31 | 75.01 | 88.12 | 93.16 | 80.81 | - | - | - | - | |
2024.03 | 49.69 | - | 86.77 | 94.31 | 75.01 | - | 93.16 | - | - | - | - | - | |
2025.04 | 49.69 | 78.6 | 86.77 | 94.31 | 75.01 | 91.07 | 93.16 | 80.81 | - | - | - | - | |
2023.11 | 49.69 | 78.6 | 86.77 | - | 75.01 | - | 93.16 | 76.81 | - | - | - | - | |
2026.01 | 49.69 | 78.6 | 86.77 | 94.31 | 75.01 | 88.12 | 93.16 | - | - | - | 80.81 | - | |
2023.10 | 49.35 | 80.02 | 88.75 | 97.47 | 76.48 | 90.37 | 95.71 | 78.25 | - | - | - | - | |
2023.05 | 49.35 | 80.02 | 88.75 | 97.47 | 76.48 | 90.37 | 95.71 | 78.25 | - | - | - | - | |
2024.03 | 49.35 | - | 88.75 | 97.47 | 76.48 | - | 95.71 | - | - | - | - | - | |
2025.04 | 49.35 | 80.02 | 88.75 | 97.47 | 76.48 | 95.03 | 95.71 | 78.25 | - | - | - | - | |
2026.01 | 49.35 | 80.02 | 88.75 | 97.47 | 76.48 | 90.37 | 95.71 | - | - | - | 78.25 | - | |
2023.03 | 49.35 | 80.02 | 88.75 | 97.47 | - | - | - | - | - | - | - | - | |
2024.03 | 49.18 | - | 87.06 | 94.72 | 75.66 | - | 93.16 | - | - | - | - | - | |
2026.01 | 49.18 | 80.65 | 89.86 | 98.05 | 72.34 | 88.65 | 95.3 | - | - | - | 76.49 | - | |
2024.05 | 49.11 | 81.21 | 89.59 | 98 | 76.27 | 91.04 | 96.46 | - | - | - | 78.74 | - | |
2023.11 | 49.11 | 81.21 | 89.59 | - | 76.27 | - | 96.46 | 78.74 | - | - | - | - | |
2026.02 | 49.11 | 81.21 | 89.59 | 98 | 76.27 | 91.04 | 96.46 | 78.74 | - | - | - | - | |
2026.01 | 49.11 | 81.21 | 89.59 | 98 | 76.27 | 91.04 | 96.46 | - | - | - | 78.74 | - | |
2024.03 | 48.84 | - | 86.1 | 94.19 | 75.78 | - | 92.8 | - | - | - | - | - | |
2023.11 | 48.68 | 79.98 | 88.51 | - | 76.39 | - | 95.86 | 78.19 | - | - | - | - | |
2023.03 | 48.68 | 79.98 | 88.51 | 97.49 | - | - | - | - | - | - | - | - | |
2023.10 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 90.58 | 96 | 77.5 | - | - | - | - | |
2023.03 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 90.58 | 96 | 77.5 | - | - | - | - | |
2023.05 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 90.58 | 96 | 77.5 | - | - | - | - | |
2023.06 | 48 | 79.11 | - | 97.57 | 75.88 | - | - | - | - | - | - | - | |
2023.06 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 90.58 | 96 | - | - | - | - | - | |
2024.03 | 48 | - | 87.25 | 97.57 | 75.88 | - | 96 | - | - | - | - | - | |
2025.04 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 94.67 | 96 | 77.5 | - | - | - | - | |
2023.03 | 48 | 79.11 | 87.25 | 97.57 | - | - | - | - | - | - | - | - | |
2026.01 | 48 | 79.11 | 87.25 | 97.57 | 75.88 | 90.58 | 96 | - | - | - | 77.5 | - | |
2024.05 | 47.37 | 79.33 | 88.17 | 97.71 | 76.02 | 90.29 | 96.19 | - | - | - | 77.67 | - | |
2024.04 | 47.28 | 79.13 | 87.98 | 97.54 | 75.4 | 89.78 | 95.21 | 77.27 | - | - | - | - | |
2024.05 | 46.77 | 79.16 | 88.05 | 97.49 | 74.15 | 89.64 | 95.61 | - | - | - | 76.65 | - | |
2024.05 | 46.46 | 79.13 | 88.29 | 97.76 | 74.87 | 90.1 | 96.12 | - | - | - | 77 | - | |
2024.04 | 46.43 | 77.64 | 87.01 | 97.06 | 75.74 | 90.07 | 95.83 | 76.69 | - | - | - | - | |
2026.02 | 46.1 | 77.98 | 87.16 | 97.64 | 76.92 | 90.41 | 95.95 | 77.45 | - | - | - | - | |
2025.03 | 45.8 | - | 84.7 | 95.8 | - | - | - | - | - | - | - | - | |
2024.04 | 45.33 | 78.07 | 87.61 | 98.17 | 73.93 | 89.28 | 95.61 | 76 | - | - | - | - | |
2023.09 | 45.25 | 78.29 | 87.16 | 97.3 | 72.84 | 89.25 | 95.13 | 75.57 | - | - | - | - | |
2023.10 | 45.25 | 78.29 | 87.16 | 97.3 | 72.84 | 89.25 | 95.13 | 75.57 | - | - | - | - | |
2025.04 | 45.25 | 78.29 | 87.16 | 97.3 | 72.84 | 89.25 | 95.13 | 75.57 | - | - | - | - | |
2023.11 | 45.25 | 78.29 | 87.16 | - | 72.84 | - | 95.13 | 75.57 | - | - | - | - | |
2026.02 | 45.25 | 78.29 | 87.16 | 97.3 | 72.84 | 89.25 | 95.13 | 75.57 | - | - | - | - | |
2024.04 | 45.23 | 78.34 | 87.13 | 97.3 | 72.84 | 89.25 | 95.13 | 75.59 | - | - | - | - | |
2024.04 | 44.77 | 76.55 | 86.41 | 97.18 | 74.99 | 89.9 | 95.59 | 75.77 | - | - | - | - | |
2023.05 | 44.7 | 76.59 | 86.43 | 97.18 | 75.02 | 89.92 | 95.64 | 75.81 | - | - | - | - | |
2026.01 | 44.27 | 78.1 | 87.71 | 97.89 | 72.71 | 89.33 | 95.38 | - | - | - | 75.41 | - | |
2026.01 | 43.91 | 77.25 | 86.48 | 97.45 | 71.76 | 88.63 | 95.38 | - | - | - | 74.51 | - | |
2025.03 | 43.7 | - | 84 | 96.1 | - | - | - | - | - | - | - | - | |
2026.02 | 43.64 | 75.37 | 85.42 | 97.04 | 69.01 | 86.22 | 94.19 | 72.19 | - | - | - | - | |
2024.04 | 42.8 | 75.88 | 86.26 | 97.64 | 70 | 87.45 | 94.99 | 72.94 | - | - | - | - | |
2026.01 | 41.37 | 72.58 | 82.39 | - | 71.35 | 87.54 | 94.68 | - | - | - | - | - | |
2026.01 | 40.32 | 75.1 | 84.16 | 96.88 | 73.74 | 89.6 | 95.93 | - | - | - | 74.42 | - | |
2023.03 | 40.17 | 71.81 | 83.18 | 95.69 | 72.34 | 88.7 | 95.23 | 72.07 | - | - | - | - | |
2023.10 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 88.27 | 95.93 | 72.59 | - | - | - | - | |
2023.03 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 88.27 | 95.93 | 72.59 | - | - | - | - | |
2023.05 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 88.27 | 95.93 | 72.59 | - | - | - | - | |
2023.06 | 40.15 | 73.08 | - | 96.27 | 72.1 | - | - | - | - | - | - | - | |
2023.06 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 88.27 | 95.93 | - | - | - | - | - | |
2025.01 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 88.27 | 95.93 | - | - | - | - | - | |
2025.04 | 40.15 | 73.08 | 83.88 | 96.27 | 72.1 | 90.16 | 95.93 | 72.59 | - | - | - | - | |
2023.11 | 40.15 | 73.08 | 83.88 | - | 72.1 | - | 95.93 | 72.59 | - | - | - | - | |
2024.03 | 40.12 | - | 78.86 | 94.69 | 70.47 | - | 92.12 | - | - | - | - | - | |
2025.03 | 40.1 | - | 78.9 | 94.7 | - | - | - | - | - | - | - | - | |
2023.10 | 39.93 | 72.07 | 83.83 | 96.43 | 71.04 | 87.74 | 94.72 | 71.55 | - | - | - | - | |
2025.04 | 39.93 | 72.07 | 83.83 | 96.43 | 71.04 | 91.43 | 94.72 | 71.55 | - | - | - | - | |
2025.03 | 39.37 | 67.54 | 78.05 | 92.94 | 76.36 | 89.4 | 95.21 | - | - | - | - | - | |
2026.01 | 39.3 | 70.41 | 80.39 | - | 70.82 | 86.92 | 94.46 | - | - | - | - | - | |
2023.03 | 39.01 | 69.53 | 79.24 | 91.32 | - | - | - | - | - | - | - | - | |
2023.09 | 38.53 | 69.98 | 81.86 | 95.93 | 68.19 | 85.64 | 94.17 | 69.09 | - | - | - | - | |
2023.10 | 38.53 | 69.98 | 81.86 | 95.93 | 68.19 | 85.64 | 94.17 | 69.09 | - | - | - | - | |
2023.03 | 38.53 | 69.98 | 81.86 | 95.93 | 68.19 | 85.64 | 94.17 | 69.09 | - | - | - | - |
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