Image-to-Text Retrieval on MSCOCO (1K test)
85.4R@1
ImageBERT
Updated 3d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2020.01 | 85.4 | 98.7 | 99.8 | - | - | |
2021.04 | 85.1 | 97.4 | 99.4 | - | - | |
2019.08 | 84.3 | 97.3 | 99.3 | - | - | |
2020.01 | 84.3 | 97.3 | 99.3 | - | - | |
2021.04 | 84.3 | 97.3 | 99.3 | - | - | |
2021.01 | 77.5 | - | - | - | 44.7 | |
2019.08 | 76.6 | 96.3 | 99.2 | - | - | |
2020.01 | 76.6 | 96.3 | 99.2 | - | - | |
2019.08 | 76.5 | 96.3 | 99 | - | - | |
2020.01 | 76.5 | 96.3 | 99 | - | - | |
2021.01 | 76.2 | - | - | - | 41.2 | |
2019.08 | 75.1 | 94.3 | 97.8 | - | - | |
2018.03 | 72.7 | 94.8 | 98.4 | - | - | |
2019.08 | 72.7 | 94.8 | 98.4 | - | - | |
2020.01 | 72.7 | 94.8 | 98.4 | - | - | |
2021.04 | 72.7 | 94.8 | 98.4 | - | - | |
2018.03 | 70.9 | 94.5 | 97.8 | - | - | |
2018.03 | 69.9 | 92.9 | 97.5 | - | - | |
2019.06 | 69.9 | 92.9 | 97.5 | - | - | |
2018.03 | 69.2 | 93.2 | 97.5 | - | - | |
2019.06 | 69.2 | 91.6 | 96.6 | - | - | |
2021.01 | 69.2 | - | - | - | 42.8 | |
2021.01 | 68.8 | - | - | - | 45 | |
2018.03 | 68.5 | - | 97.9 | - | - | |
2019.06 | 68.5 | - | 97.9 | - | - | |
2018.03 | 68.4 | 93.9 | 98 | - | - | |
2021.01 | 68 | - | - | - | 45 | |
2018.03 | 67.5 | 92.9 | 97.6 | - | - | |
2019.06 | 66.7 | 91 | 96.2 | - | - | |
2021.01 | 66.7 | - | - | - | 40.3 | |
2018.03 | 65.6 | 89.8 | 95.5 | - | - | |
2017.11 | 65.6 | 89.8 | 95.5 | 1 | - | |
2019.08 | 64.7 | - | 95.9 | - | - | |
2018.03 | 64.6 | - | 95.7 | - | - | |
2019.06 | 64.6 | 90 | 95.7 | - | - | |
2021.04 | 64.6 | 90 | 95.7 | - | - | |
2021.01 | 64.6 | - | - | - | - | |
2022.11 | 62.8 | 88.8 | 95.5 | 82 | - | |
2022.11 | 61 | 84.7 | 93.6 | 81 | - | |
2022.11 | 60.7 | 86.3 | 93.4 | 78.4 | - | |
2017.11 | 59.4 | 86.2 | 92.9 | 1 | - | |
| 58.4 | - | 93.4 | 1 | - | ||
2021.04 | 58.1 | - | 93 | 1 | - | |
2021.04 | 57.9 | - | 92.7 | 1 | - | |
2019.06 | 56.4 | 85.3 | 91.5 | - | - | |
2017.11 | 56.4 | 85.3 | 91.5 | - | - | |
2022.11 | 56.4 | 85 | 93.1 | 80.5 | - | |
2019.06 | 56.1 | 86.3 | 92.9 | - | - | |
2018.03 | 55.8 | 75.2 | - | - | - | |
2019.06 | 55.8 | 75.2 | - | - | - | |
2017.11 | 55.8 | 75.2 | - | - | - | |
2019.08 | 54.4 | 82.8 | 90.6 | - | - | |
2022.11 | 53.4 | 80.2 | 90.1 | 75.1 | - | |
2018.03 | 53.2 | 83.1 | 91.5 | - | - | |
2017.11 | 53.2 | 83.1 | 91.5 | 1 | - | |
2017.11 | 52.2 | 80.4 | 88.7 | 1 | - | |
2021.04 | 51.6 | - | 90 | 1 | - | |
2019.06 | 50.5 | 80.1 | 89.7 | - | - | |
2017.11 | 50.5 | 80.1 | 89.7 | - | - | |
2019.06 | 50.1 | 79.7 | 89.2 | - | - | |
2019.08 | 50.1 | 79.7 | 89.2 | - | - | |
2017.11 | 50.1 | 79.7 | 89.2 | - | - | |
2018.03 | 46.7 | - | 88.9 | - | - | |
2019.06 | 46.7 | - | 88.9 | - | - | |
2022.11 | 46.6 | 76.3 | 88.6 | 72.2 | - | |
2017.11 | 46 | 75.6 | 85.3 | 2 | - | |
2018.03 | 43.9 | - | 87.8 | - | - | |
2017.11 | 43.9 | - | 87.8 | 2 | - | |
2019.06 | 42.8 | 73.1 | 84.1 | - | - | |
2019.08 | 42.8 | 73.1 | 84.1 | - | - | |
2017.11 | 42.8 | 73.1 | 84.1 | 2 | - | |
2017.11 | 41.5 | 72 | 82.9 | 2 | - | |
2017.11 | 41 | 73 | 83.5 | 2 | - | |
2019.06 | 39.4 | 67.9 | 80.9 | - | - | |
2017.11 | 39.4 | 67.9 | 80.9 | 2 | - | |
2014.12 | 38.4 | 69.9 | 80.5 | 1 | - | |
2018.03 | 38.4 | 69.9 | 80.5 | - | - | |
2019.06 | 38.4 | 69.9 | 80.5 | - | - | |
2019.08 | 38.4 | 69.9 | 80.5 | - | - | |
2017.11 | 38.4 | 69.9 | 80.5 | 1 | - | |
2014.12 | 16.5 | 39.2 | 52 | 9 | - | |
2022.11 | 1.8 | 6.7 | 11.9 | 5.4 | - |