Image-text retrieval on Flickr30K (test)
94.1R@1 (Img->Txt)
Uni-Perceiver-L + Conditional MoEs
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94.1 | - | - | - | - | - | 83.7 | - | - | - | - | - | - | - | - | - | - | ||
| 93.6 | - | - | - | - | - | 79.8 | - | - | - | - | - | - | - | - | - | - | ||
2022.06 | 91.08 | - | - | - | - | - | 96.1 | 98.5 | 99.37 | 99.7 | 100 | - | - | - | - | - | - | |
2022.06 | 91.02 | - | - | - | - | - | 96 | 98.54 | 99.34 | 99.7 | 100 | - | - | - | - | - | - | |
2022.06 | 90.96 | - | - | - | - | - | 96 | 98.44 | 99.14 | 99.7 | 100 | - | - | - | - | - | - | |
2022.06 | 90.94 | - | - | - | - | - | 95.8 | 98.16 | 98.48 | 99.6 | 99.9 | - | - | - | - | - | - | |
2022.06 | 90.1 | - | - | - | - | - | 95.9 | 98.38 | 99.14 | 99.8 | 100 | - | - | - | - | - | - | |
2022.06 | 87.5 | - | - | - | - | - | 97.2 | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 86.9 | - | - | - | - | - | 97 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 86.8 | - | - | - | - | - | 76.3 | 98.3 | 99.6 | 94.3 | 97.2 | 552.5 | - | - | - | - | - | |
2022.06 | 86.1 | - | - | - | - | - | 96.8 | 97.4 | 98.7 | 99.8 | 100 | - | - | - | - | - | - | |
2026.03 | 85.1 | - | - | - | - | - | 74 | 97.7 | 99.2 | 93 | 96.3 | 545.3 | - | - | - | - | - | |
2022.06 | 84.5 | - | - | - | - | - | 95.3 | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 84.1 | - | - | - | - | - | 95.1 | 97.54 | 98.88 | 99.6 | 99.9 | - | - | - | - | - | - | |
2026.03 | 83.3 | - | - | - | - | - | 71.1 | 97.5 | 99.2 | 93.2 | 96.2 | 540.6 | - | - | - | - | - | |
2026.03 | 83 | - | - | - | - | - | 70.3 | 98.1 | 99.7 | 92.1 | 95.8 | 539 | - | - | - | - | - | |
2022.06 | 82.8 | - | - | - | - | - | 94.3 | 96.7 | 98.4 | 99.4 | 99.8 | - | - | - | - | - | - | |
2022.06 | 82.8 | - | - | - | - | - | 94.3 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 82.5 | - | - | - | - | - | 70 | 96.5 | 98.9 | 91.4 | 95.1 | 534.4 | - | - | - | - | - | |
2026.03 | 82.4 | - | - | - | - | - | 70 | 97.4 | 99.5 | 91.7 | 95.4 | 536.3 | - | - | - | - | - | |
2026.03 | 81.9 | - | - | - | - | - | 70 | 96.9 | 98.9 | 92.7 | 95.8 | 536.1 | - | - | - | - | - | |
2022.06 | 81.44 | - | - | - | - | - | 92.9 | 96.72 | 98.48 | 99.5 | 99.9 | - | - | - | - | - | - | |
2022.06 | 81.44 | - | - | - | - | - | 92.9 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 81.4 | - | - | - | - | - | 68.5 | 97 | 98.6 | 90.6 | 94.5 | 530.6 | - | - | - | - | - | |
2026.03 | 81.2 | - | - | - | - | - | 70.3 | 96.7 | 98.8 | 92.2 | 95.9 | 535 | - | - | - | - | - | |
2026.03 | 80.7 | - | - | - | - | - | 69.9 | 96.8 | 99 | 91.7 | 95.3 | 533.4 | - | - | - | - | - | |
2026.03 | 80.4 | - | - | - | - | - | 66.9 | 97 | 98.7 | 90.2 | 94.5 | 527.6 | - | - | - | - | - | |
2026.03 | 79.5 | - | - | - | - | - | 67.5 | 96.3 | 98.1 | 90.8 | 94.6 | 526.8 | - | - | - | - | - | |
2022.06 | 79.3 | - | - | - | - | - | 92.3 | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 79.02 | - | - | - | - | - | 92.4 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 79 | - | - | - | - | - | 67.3 | 96 | 98.1 | 90.5 | 94.5 | 525.4 | - | - | - | - | - | |
2026.03 | 79 | - | - | - | - | - | 67.7 | 95.9 | 98.2 | 90.6 | 94.9 | 526.3 | - | - | - | - | - | |
2026.03 | 77.1 | - | - | - | - | - | 65.8 | 95.7 | 97.5 | 90.2 | 94.3 | 520.5 | - | - | - | - | - | |
2026.03 | 76.9 | - | - | - | - | - | 64.2 | 94.9 | 98.1 | 88.4 | 93.3 | 515.8 | - | - | - | - | - | |
2026.03 | 75.4 | - | - | - | - | - | 63.6 | 94.4 | 96.9 | 88.6 | 93.5 | 512.5 | - | - | - | - | - | |
2026.03 | 75.4 | - | - | - | - | - | 63.2 | 94.5 | 97.6 | 88.6 | 93.1 | 512.4 | - | - | - | - | - | |
2026.03 | 74.8 | - | - | - | - | - | 63.1 | 93.6 | 97.8 | 88.2 | 93.1 | 510.6 | - | - | - | - | - | |
2022.06 | 74.7 | - | - | - | - | - | 86.6 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 74 | - | - | - | - | - | 62.5 | 93.4 | 97.4 | 87.3 | 92.7 | 507.3 | - | - | - | - | - | |
2022.06 | 72.5 | - | - | - | - | - | 85.9 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 71.8 | - | - | - | - | - | 59.4 | 92.8 | 96.5 | 84.7 | 90.9 | 496.1 | - | - | - | - | - | |
2026.03 | 69.7 | - | - | - | - | - | 59.1 | 90.8 | 95.2 | 84.1 | 89.9 | 488.7 | - | - | - | - | - | |
2026.03 | 69.5 | - | - | - | - | - | 56.4 | 90.9 | 95.6 | 83.1 | 90 | 485.6 | - | - | - | - | - | |
2026.03 | 69.2 | - | - | - | - | - | 58.4 | 91.8 | 95 | 84.9 | 90.6 | 489.9 | - | - | - | - | - | |
2022.06 | 64.4 | - | - | - | - | - | 83.5 | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 72 | 60.3 | 54.8 | 46.3 | 65.3 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 69 | 62.6 | 60.6 | 54.1 | 67.9 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 76.3 | 72.1 | 63.4 | 59.4 | 70.8 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 70.3 | 64.1 | 62.3 | 57.7 | 69.3 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 74.5 | 69.8 | 65.9 | 64.8 | 73 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.4 | 58.5 | 46 | 36.8 | 60.7 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.2 | 74.9 | 74 | 67.9 | 78 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.7 | 81.2 | 81.9 | 80.2 | 84.1 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.4 | 82.1 | 67.3 | 65 | 78 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.2 | 83.8 | 77.6 | 74.2 | 83.3 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 87.7 | 82.7 | 73.9 | 72.2 | 82.8 | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | - | 88.2 | 84.5 | 83.9 | 81.2 | 86.2 | - | - | - | - | - | - | - | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 550.9 | -13.68 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 551.24 | -13.34 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 532.26 | -32.32 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 535.9 | -28.68 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 564.58 | 0 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 559.82 | -4.76 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 563.04 | -1.54 | - | - | - | - | |
2023.01 | - | - | - | - | - | - | - | - | - | - | - | 568.22 | 3.64 | - | - | - | - | |
2022.11 | - | 87.7 | 82.7 | 73.9 | 72.2 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 88.2 | 84.5 | 83.9 | 81.2 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 92.2 | 88.6 | 87.6 | 84.2 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 93.8 | 90.4 | 89.9 | 87.1 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 96 | 93.3 | 93.7 | 92.8 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 96.7 | 94 | 93.5 | 92.9 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | - | 97.1 | 94.5 | 95.1 | 94.9 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | 83 | - | - | - | |
2023.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | 79.4 | - | - | - | |
2023.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | 85.9 | - | - | - | |
2023.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | 85.2 | 98.3 | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 502.7 | - | - | - | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 510.9 | - | - | - | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 542.8 | - | - | - | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 538.8 | - | - | - | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 530.1 | - | - | - | - | - | |
2024.06 | - | - | - | - | - | - | - | - | - | - | - | 540.6 | - | - | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 95.2 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 89 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90.9 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 95.8 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 93.5 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.1 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90.4 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90.2 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 0.6 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 0.4 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 87.4 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 92.4 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 91.1 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 84 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.7 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90.1 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | 86 | - | - | - |
Showing 100 of 105 rows