Composed Image Retrieval on FashionIQ (val)
58.16Average Recall@10
FashionBLIP-2 + FIRE-CIR
Updated 6d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 58.16 | 58.68 | 75.76 | 54.09 | 75.41 | 61.7 | 80.88 | 77.35 | - | - | 67.75 | |
2026.04 | 57.35 | 58.94 | 76.21 | 51.71 | 75.41 | 61.4 | 80.37 | 77.33 | - | - | 67.34 | |
2026.01 | 57.07 | 57.7 | 75.76 | 52.45 | 74.81 | 61.14 | 80.98 | 77.27 | - | - | 67.17 | |
2026.02 | 57.04 | 58.49 | 76.59 | 51.81 | 73.48 | 60.83 | 79.19 | 76.42 | - | - | - | |
2026.04 | 56.89 | 58.12 | 75.95 | 51.34 | 74.05 | 61.22 | 80.09 | 76.7 | - | - | 66.79 | |
2025.04 | 56.57 | 59.12 | 76.34 | 50.67 | 73.86 | 59.93 | 79.46 | 76.55 | - | - | 66.56 | |
2026.04 | 56.37 | 57.7 | 75.27 | 50.57 | 74.12 | 60.84 | 79.96 | 76.45 | - | - | 66.41 | |
2026.02 | 56.21 | 58.59 | 75.86 | 50.42 | 73.6 | 59.61 | 78.99 | 76.14 | - | - | - | |
2026.04 | 56.21 | 58.59 | 75.86 | 50.42 | 73.57 | 59.61 | 78.99 | 76.14 | - | - | 66.17 | |
2026.04 | 55.73 | 56.82 | 75.27 | 51.56 | 73.43 | 58.8 | 79.65 | 76.12 | - | - | 65.92 | |
2026.04 | 55.52 | 57.26 | 75.32 | 48.93 | 73.53 | 60.38 | 79.86 | 76.23 | - | - | 65.88 | |
2026.04 | 55.35 | 56.23 | 75.12 | 50.32 | 73.77 | 59.51 | 79.4 | 76.1 | - | - | 65.73 | |
2026.04 | 55.21 | 56.79 | 74.52 | 49.18 | 73.06 | 59.67 | 79.3 | 75.62 | - | - | 65.41 | |
2026.02 | 55.15 | 56.43 | 74.44 | 49.73 | 71.69 | 59.31 | 78.94 | 75.02 | - | - | - | |
2026.01 | 55.15 | 56.43 | 74.44 | 49.73 | 71.69 | 59.31 | 78.94 | 75.02 | - | - | 65.09 | |
2026.04 | 55.15 | 56.43 | 74.44 | 49.73 | 71.69 | 59.31 | 78.94 | 75.02 | - | - | 65.09 | |
2023.10 | 54.92 | 55.64 | 73.89 | 49.18 | 72.43 | 59.35 | 78.58 | 74.97 | - | - | 64.85 | |
2025.04 | 54.92 | 55.64 | 73.89 | 49.18 | 72.43 | 59.35 | 78.58 | 74.97 | - | - | 64.85 | |
2026.01 | 54.92 | 55.64 | 73.89 | 49.18 | 72.43 | 59.35 | 78.58 | 74.97 | - | - | 64.85 | |
2026.04 | 54.92 | 55.64 | 73.89 | 49.18 | 72.43 | 59.35 | 78.58 | 74.97 | - | - | 64.85 | |
2026.02 | 54.72 | 55.64 | 73.89 | 49.18 | 72.43 | 59.35 | 78.58 | 74.97 | - | - | - | |
2026.04 | 54.65 | 53.57 | 73.21 | 51.9 | 74.37 | 58.48 | 79.23 | 75.6 | - | - | 65.12 | |
2026.03 | 54.6 | 55.94 | 74.62 | 48.47 | 71.09 | 59.38 | 79.12 | 75.94 | - | - | - | |
2026.02 | 54.41 | 55.93 | 74.14 | 49.38 | 72.58 | 57.93 | 77.56 | 74.76 | - | - | - | |
2026.01 | 54.41 | 55.93 | 74.14 | 49.38 | 72.58 | 57.93 | 77.56 | 74.76 | - | - | 64.59 | |
2026.04 | 54.41 | 55.93 | 74.14 | 49.38 | 72.58 | 57.93 | 77.56 | 74.76 | - | - | 64.59 | |
2026.04 | 54.41 | 55.05 | 74.39 | 49.03 | 72.68 | 59.15 | 78.99 | 75.35 | - | - | 64.88 | |
2026.02 | 53.23 | 55 | 74.39 | 46.8 | 70.6 | 57.88 | 78.12 | 74.37 | - | - | - | |
2026.02 | 52.6 | 53.53 | 72.87 | 46.8 | 69.81 | 57.47 | 77.77 | 73.48 | - | - | - | |
2026.03 | 52.6 | 53.53 | 72.87 | 46.8 | 69.81 | 57.47 | 77.77 | 73.48 | - | - | - | |
2023.09 | 51.32 | 52.6 | 72.52 | 45.22 | 69.66 | 56.14 | 77.1 | 73.09 | - | - | - | |
2023.10 | 51.32 | 52.6 | 72.52 | 45.22 | 69.66 | 56.14 | 77.1 | 73.09 | - | - | 62.21 | |
2025.04 | 51.32 | 52.6 | 72.52 | 45.22 | 69.66 | 56.14 | 77.1 | 73.09 | - | - | 58.05 | |
2023.10 | 51.17 | 50.15 | 71.25 | 48.14 | 71.43 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | |
| 51.17 | 50.15 | 71.25 | 48.14 | 71.34 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | ||
2025.04 | 51.17 | 50.15 | 71.25 | 48.14 | 71.43 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | |
2026.01 | 51.17 | 50.15 | 71.25 | 48.14 | 71.43 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | |
2026.04 | 51.17 | 50.15 | 71.25 | 48.14 | 71.43 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | |
2026.04 | 51.17 | 50.15 | 71.25 | 48.14 | 71.34 | 55.23 | 76.8 | 73.13 | - | - | 62.15 | |
2026.01 | 50.91 | 52.7 | 75.07 | 43.93 | 68.77 | 56.09 | 78.38 | 74.07 | - | - | 62.49 | |
2026.03 | 50.86 | 51.37 | 72.77 | 45.71 | 70 | 55.48 | 77.46 | 73.41 | - | - | - | |
2026.02 | 49.96 | 51.23 | 70.64 | 46.53 | 69.6 | 52.14 | 73.27 | 71.17 | - | - | - | |
2023.10 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2023.03 | 48.79 | 48.48 | 70.23 | 47.77 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2023.05 | 48.79 | 48.48 | 70.23 | 47.77 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2023.06 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | - | |
2023.06 | 48.79 | - | - | - | - | - | - | 70.68 | - | - | 59.74 | |
2023.06 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | - | |
2025.04 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2023.03 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | - | |
2026.01 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2026.04 | 48.79 | 48.48 | 70.23 | 47.44 | 69.36 | 50.18 | 72.24 | 70.68 | - | - | 59.74 | |
2023.10 | 48.53 | 48.43 | 67.42 | 44.55 | 69.03 | 52.6 | 74.31 | 70.25 | - | - | 59.39 | |
2025.04 | 48.53 | 48.43 | 67.42 | 44.55 | 69.03 | 52.6 | 74.31 | 70.25 | - | - | 59.39 | |
2026.01 | 48.53 | 48.43 | 67.42 | 44.55 | 69.03 | 52.6 | 74.31 | 70.25 | - | - | 59.39 | |
2026.03 | 48.53 | 48.43 | 67.42 | 44.55 | 69.03 | 52.6 | 74.31 | 70.25 | - | - | - | |
2026.04 | 46.98 | 47.06 | 67.66 | 42.74 | 67.18 | 51.15 | 74.09 | 69.64 | - | - | 58.31 | |
2023.09 | 46.84 | 47.64 | 68.79 | 42.19 | 67.38 | 50.69 | 73.07 | 69.75 | - | - | - | |
2023.10 | 46.84 | 47.64 | 68.79 | 42.19 | 67.38 | 50.69 | 73.07 | 69.75 | - | - | 58.29 | |
2023.05 | 46.84 | 47.64 | 68.79 | 42.19 | 67.38 | 50.69 | 73.07 | 69.75 | - | - | 58.29 | |
2025.04 | 46.84 | 47.64 | 68.79 | 42.19 | 67.38 | 50.69 | 73.07 | 69.75 | - | - | 58.29 | |
2026.02 | 46.84 | 47.64 | 68.79 | 42.19 | 67.38 | 50.69 | 73.07 | 69.75 | - | - | - | |
2024.05 | 46.69 | 46.76 | 68.16 | 42.38 | 66.08 | 50.93 | 73.42 | 69.22 | - | 57.96 | - | |
2026.02 | 46.69 | 46.76 | 68.16 | 42.38 | 66.08 | 50.93 | 73.42 | 69.22 | - | - | - | |
2026.01 | 46.69 | 46.76 | 68.18 | 42.38 | 66.08 | 50.93 | 73.42 | 69.22 | - | - | 57.96 | |
2026.04 | 46.69 | 46.76 | 68.16 | 42.38 | 66.08 | 50.93 | 73.42 | 69.22 | - | - | 57.95 | |
| 46.15 | 45.04 | 67.47 | 43.78 | 67.38 | 49.62 | 72.62 | 69.15 | - | - | 57.65 | ||
2024.05 | 45.96 | 46.86 | 66 | 41.57 | 66.02 | 49.44 | 72.25 | 68.09 | - | 57.02 | - | |
2024.05 | 45.62 | 46.86 | 67.28 | 40.13 | 66.88 | 49.87 | 74.11 | 69.42 | - | 57.52 | - | |
2024.05 | 45.43 | 46.45 | 67.44 | 40.56 | 65.33 | 49.28 | 72.88 | 68.55 | - | 56.99 | - | |
2026.04 | 45.24 | 45.62 | 65.68 | 40.91 | 65.13 | 49.21 | 71.22 | 67.34 | - | - | 56.29 | |
2026.02 | 45.19 | 44.55 | 62.37 | 42.74 | 63.41 | 48.29 | 69.71 | 65.16 | - | - | - | |
2024.12 | 45.11 | 46.76 | 65.11 | 38.08 | 60.88 | 50.48 | 71.09 | 65.69 | - | - | - | |
2026.01 | 45.11 | 46.76 | 65.11 | 38.08 | 60.88 | 50.48 | 71.09 | 65.69 | - | - | - | |
2026.01 | 45.11 | 46.76 | 65.11 | 38.08 | 60.88 | 50.48 | 71.09 | 65.69 | - | - | - | |
2026.02 | 45.11 | - | - | - | - | - | - | 65.69 | - | - | - | |
2026.01 | 44.97 | 44.95 | 63.59 | 40.75 | 63.71 | 49.21 | 69.86 | 65.72 | - | - | - | |
2026.02 | 44.59 | - | - | - | - | - | - | 62.3 | - | - | - | |
2026.01 | 44.5 | 45.03 | 66.81 | 39.85 | 66.98 | 48.61 | 72.01 | 68.6 | - | - | 56.55 | |
2026.04 | 44.2 | 37.68 | 60.19 | 45.04 | 62.51 | 49.87 | 69.25 | 63.98 | - | - | 54.09 | |
2026.02 | 43.91 | 43.67 | 66.05 | 40.01 | 65.1 | 48.04 | 70.93 | 67.36 | - | - | - | |
2026.04 | 43.85 | 44.8 | 65.36 | 39.17 | 64.2 | 47.58 | 71.09 | 66.88 | - | - | 55.37 | |
2023.10 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | 55.04 | |
2023.03 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | 55.4 | |
2023.05 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | 55.4 | |
2023.06 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | - | |
2023.06 | 43.49 | - | - | - | - | - | - | 67.31 | - | - | 55.4 | |
2023.06 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | - | |
2025.04 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | 55.04 | |
2026.04 | 43.49 | 41.76 | 64.28 | 42.09 | 67.33 | 46.61 | 70.32 | 67.31 | - | - | 55.4 | |
2026.03 | 43.3 | 44.31 | 65.41 | 38.32 | 63.9 | 47.27 | 70.98 | 66.76 | - | - | - | |
2026.02 | 43.05 | 43.6 | 65.42 | 39.61 | 61.02 | 45.94 | 71.12 | 65.85 | - | - | - | |
2023.03 | 42.63 | 40.38 | 64.13 | 40.65 | 66.34 | 46.86 | 69.91 | 66.79 | - | - | 54.71 | |
2023.08 | 42.5 | 45.01 | 69.06 | 34.8 | 60.22 | 47.68 | 74.85 | 68.04 | - | - | - | |
2026.02 | 42.17 | - | - | - | - | - | - | 58.51 | - | - | - | |
2026.02 | 41.99 | - | - | - | - | - | - | 58.74 | - | - | - | |
2026.01 | 41.98 | 33.22 | 59.99 | 46.17 | 68.79 | 46.46 | 73.84 | 67.54 | - | - | - | |
2026.03 | 40.9 | 39.21 | 62.81 | 39.12 | 62.92 | 44.37 | 67.06 | 64.26 | - | - | - | |
2026.02 | 40.84 | 41.02 | 59.27 | 37.04 | 59.15 | 44.47 | 65.32 | 61.25 | - | - | - | |
2026.04 | 40.8 | 39.87 | 60.84 | 37.67 | 63.16 | 44.88 | 68.59 | 64.2 | - | - | 52.5 |
Showing 100 of 536 rows