Composed Image Retrieval on Shoes
70.81R@10COMBINER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| COMBINERModel Category=VLP Model-Based Methods2026.06 | 70.81 | 32.37 | 88.81 | 64 | |
| OFFSETModel Category=VLP Model-Based Methods2025.07 | 69.96 | 31.52 | 89.21 | 63.56 | |
| DQU-CIRModel Category=VLP Model-Based Methods2025.07 | 69.19 | 31.47 | 88.52 | 63.06 | |
| DQU-CIRModel Category=VLP Model-Based Methods2026.06 | 69.19 | 31.47 | 88.52 | 63.06 | |
| LIMN+Model Category=VLP Model-Based Methods2025.07 | 68.37 | — | 88.07 | — | |
| LIMN+Model Category=VLP Model-Based Methods2026.06 | 68.37 | — | 88.07 | — | |
| LIMNModel Category=VLP Model-Based Methods2025.07 | 68.2 | — | 87.45 | — | |
| LIMNModel Category=VLP Model-Based Methods2026.06 | 68.2 | — | 87.45 | — | |
| ENCODERModel Category=VLP Model-Based Methods2025.07 | 65.59 | 26.97 | 86.48 | 59.68 | |
| ENCODERModel Category=VLP Model-Based Methods2026.06 | 65.59 | 26.97 | 86.48 | 59.68 | |
| TG-CIRBackbone=CLIP2023.09 | 63.2 | 25.89 | 85.07 | 58.05 | |
| TG-CIRModel Category=VLP Model-Based Methods2025.07 | 63.2 | 25.89 | 85.07 | 58.05 | |
| TG-CIRModel Category=VLP Model-Based Methods2026.06 | 63.2 | 25.89 | 85.07 | 58.05 | |
| Prog. Lrn.Model Category=VLP Model-Based Methods2025.07 | 58.83 | 22.88 | 84.16 | 55.29 | |
| Prog. Lrn.Model Category=VLP Model-Based Methods2026.06 | 58.83 | 22.88 | 84.16 | 55.29 | |
| AMCBackbone=CLIP2023.09 | 56.89 | 19.99 | 79.27 | 52.05 | |
| IUDCModel Category=VLP Model-Based Methods2025.07 | 56.82 | 21.17 | 82.25 | 53.41 | |
| IUDCModel Category=VLP Model-Based Methods2026.06 | 56.82 | 21.17 | 82.25 | 53.41 | |
| CRRBackbone=CLIP2023.09 | 56.38 | 18.41 | 79.92 | 51.57 | |
| EERBackbone=Traditional2023.09 | 56.02 | 20.05 | 79.94 | 52 | |
| EERModel Category=Traditional Model-Based Methods2026.06 | 56.02 | 20.05 | 79.94 | 52 | |
| CRNModel Category=Traditional Model-Based Methods2026.06 | 54.55 | 18.92 | 80.04 | 51.17 | |
| CLVC-NetBackbone=Traditional2023.09 | 54.39 | 17.64 | 79.47 | 50.5 | |
| CLVC-NetModel Category=Traditional Model-Based Methods2025.07 | 54.39 | 17.64 | 79.47 | 50.5 | |
| MGURModel Category=Traditional Model-Based Methods2025.07 | 53.63 | 18.41 | 79.84 | 50.63 | |
| MGURModel Category=Traditional Model-Based Methods2026.06 | 53.63 | 18.41 | 79.84 | 50.63 | |
| ARTEMISBackbone=Traditional2023.09 | 53.11 | 18.72 | 79.31 | 50.38 | |
| ARTEMISModel Category=Traditional Model-Based Methods2025.07 | 53.11 | 18.72 | 79.31 | 50.38 | |
| C-FormerModel Category=Traditional Model-Based Methods2025.07 | 52.2 | — | 72.2 | — | |
| VALModel Category=Traditional Model-Based Methods2025.07 | 51.52 | 17.18 | 75.83 | 48.18 | |
| VALModel Category=Traditional Model-Based Methods2026.06 | 51.52 | 17.18 | 75.83 | 48.18 | |
| DATIRBackbone=Traditional2023.09 | 51.1 | 17.2 | 75.6 | 47.97 | |
| MCRBackbone=Traditional2023.09 | 50.95 | 17.85 | 77.24 | 48.68 | |
| VALBackbone=Traditional2023.09 | 49.12 | 16.49 | 73.53 | 46.38 | |
| FashionVLPBackbone=CLIP2023.09 | 49.08 | — | 77.32 | — | |
| FashionVLPModel Category=VLP Model-Based Methods2025.07 | 49.08 | — | 77.32 | — | |
| CosMoBackbone=Traditional2023.09 | 48.36 | 16.72 | 75.64 | 46.91 | |
| TIRGBackbone=Traditional2023.09 | 45.45 | 12.6 | 69.39 | 42.48 | |
| TIRGModel Category=Traditional Model-Based Methods2025.07 | 45.45 | 12.6 | 69.39 | 42.48 | |
| TIRGModel Category=Traditional Model-Based Methods2026.06 | 45.45 | 12.6 | 69.39 | 42.48 | |
| AFCEModel Category=VLP Model-Based Methods2026.06 | 44.31 | 19.1 | 55.37 | — |