Image Retrieval on MS COCO 1K
62.8R@1VSRN*
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VSRN*split=1K2020.03 | 62.8 | 89.7 | 95.1 | 516.8 | — | — | — | |
| Full-IMRAMvariant=Full model, split=1K2020.03 | 61.7 | 89.1 | 95 | 516.6 | — | — | — | |
| Image-IMRAMvariant=RAM block grounded on images, split=1K2020.03 | 61 | 88.6 | 94.5 | 513.7 | — | — | — | |
| Text-IMRAMvariant=RAM block grounded on texts, split=1K2020.03 | 60.6 | 88.9 | 94.6 | 512.1 | — | — | — | |
| SCAN*split=1K2020.03 | 58.8 | 88.4 | 94.8 | 507.9 | — | — | — | |
| SCOsplit=1K2020.03 | 56.7 | 87.5 | 94.8 | 499.3 | — | — | — | |
| PVSEsplit=1K2020.03 | 55.2 | 86.5 | 93.7 | 492.8 | — | — | — | |
| FairSample2023.05 | 49.7 | 82.5 | 90.9 | — | 11.4 | 19.51 | 23.47 | |
| CLIP2023.05 | 48.2 | 77.9 | 88 | — | 9 | 20.24 | 26.48 | |
| SCAN2023.05 | 47.7 | 82 | 91 | — | 12.5 | 20.44 | 25.06 | |
| DPCsplit=1K2020.03 | 47.1 | 79.9 | 90 | 467.9 | — | — | — | |
| MI-clip2023.05 | 46.1 | 75.2 | 86 | — | 6.7 | 15.41 | 20.57 | |
| PBM2023.05 | 37.3 | 73.6 | 84.8 | — | 4.02 | 9.61 | 10.82 |