Image-to-Text Retrieval on COCO 2017
61.42R@1FreqAdapter
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FreqAdapterFoundation Model=CLIP-L/14-3362026.05 | 61.42 | 83.64 | 90.1 | |
| FreqAdapterFoundation Model=CLIP-L/142026.05 | 61.02 | 83.3 | 89.68 | |
| MMAFoundation Model=CLIP-L/14-3362026.05 | 60.9 | 82.58 | 90.48 | |
| CLIP-AdapterFoundation Model=CLIP-L/14-3362026.05 | 60.42 | 82.24 | 90.76 | |
| CLIP-AdapterFoundation Model=CLIP-L/142026.05 | 60.38 | 83.12 | 89.58 | |
| MMAFoundation Model=CLIP-L/142026.05 | 60.2 | 83.12 | 89.76 | |
| CoOpFoundation Model=CLIP-L/14-3362026.05 | 59.64 | 82.7 | 88.96 | |
| LoR-VPFoundation Model=CLIP-L/14-3362026.05 | 59.62 | 83.72 | 88.2 | |
| CoOpFoundation Model=CLIP-L/142026.05 | 59.02 | 82.3 | 88.74 | |
| FreqAdapterFoundation Model=CLIP-B/162026.05 | 57.96 | 82.78 | 89.66 | |
| CLIP-L/14-336Foundation Model=CLIP-L/14-3362026.05 | 57.34 | 80.38 | 87.64 | |
| MaPLeFoundation Model=CLIP-L/14-3362026.05 | 57.32 | 82.34 | 89.02 | |
| MaPLeFoundation Model=CLIP-L/142026.05 | 57.26 | 81.76 | 88.02 | |
| CLIP-AdapterFoundation Model=CLIP-B/162026.05 | 56.3 | 80.32 | 87.88 | |
| CLIP-L/14Foundation Model=CLIP-L/142026.05 | 56.14 | 79.64 | 86.94 | |
| MMAFoundation Model=CLIP-B/162026.05 | 55.8 | 80.04 | 87.66 | |
| CoOpFoundation Model=CLIP-B/162026.05 | 54.76 | 78.64 | 86.78 | |
| MaPLeFoundation Model=CLIP-B/162026.05 | 52.72 | 76.18 | 85.1 | |
| CLIP-B/16Foundation Model=CLIP-B/162026.05 | 51.82 | 76.8 | 84.34 |