Caption Retrieval on MS COCO Karpathy 5k (test)
50.1R@1CAMP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CAMP2019.09 | 50.1 | 82.1 | 89.7 | — | — | |
| SCANMode=i-t2019.09 | 46.4 | 77.4 | 87.2 | — | — | |
| SCO2019.09 | 42.8 | 72.3 | 83 | — | — | |
| GXN2019.09 | 42 | — | 84.7 | — | — | |
| VSE++2019.09 | 41.3 | — | 81.2 | — | — | |
| DPC2019.09 | 41.2 | 70.5 | 81.1 | — | — | |
| CAMP2019.09 | 39 | 68.9 | 80.2 | — | — | |
| SCANMode=i-t2019.09 | 34.4 | 63.7 | 75.7 | — | — | |
| SCO2019.09 | 33.1 | 62.9 | 75.5 | — | — | |
| Order2019.09 | 31.7 | — | 74.6 | — | — | |
| GXN2019.09 | 31.7 | — | 74.6 | — | — | |
| CMPM2019.09 | 31.1 | 60.7 | 73.9 | — | — | |
| VSE++2019.09 | 30.3 | — | 72.4 | — | — | |
| MosaiCLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 25.9 | — | — | — | — | |
| DPC2019.09 | 25.3 | 53.4 | 66.4 | — | — | |
| order-embeddings2015.11 | 23.3 | — | 65 | 5 | 24.4 | |
| Order2019.09 | 23.3 | — | 84.7 | — | — | |
| CMPM2019.09 | 22.9 | 50.2 | 63.8 | — | — | |
| order-embeddingsVariant=symmetric2015.11 | 21.5 | — | 62.9 | 6 | 24.4 | |
| CLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 20.7 | — | — | — | — | |
| NegCLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 20.1 | — | — | — | — | |
| FV2015.11 | 17.3 | — | 50.2 | 10 | 46.4 | |
| MosaiCLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 16.5 | — | — | — | — | |
| CLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 13.1 | — | — | — | — | |
| NegCLIPBackbone=Swin-Tiny, Pre-training data=YFCC-15M2023.05 | 12.9 | — | — | — | — | |
| DVSA2015.11 | 11.8 | — | 45.4 | 12.2 | — |