Metric: Recall@10 (higher is better)
| # | Model↕ | Recall@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ComposeAE | 55.3 | No | Compositional Learning of Image-Text Query for I... | 2020-06-19 | Code |
| 2 | Multi-grained Uncertainty Regularization(MUR) | 52.1 | No | Composed Image Retrieval with Text Feedback via ... | 2022-11-14 | Code |
| 3 | Css-Net | 52 | No | Collaborative Group: Composed Image Retrieval vi... | 2023-06-03 | - |
| 4 | TIRG | 42.5 | No | Composing Text and Image for Image Retrieval - A... | 2018-12-18 | Code |
| 5 | Relationship | 40.5 | No | A simple neural network module for relational re... | 2017-06-05 | Code |
| 6 | Show and Tell | 40.2 | No | Show and Tell: A Neural Image Caption Generator | 2014-11-17 | Code |
| 7 | Param Hashing | 40 | No | Image Question Answering using Convolutional Neu... | 2015-11-18 | Code |
| 8 | FashionConcept | 19.9 | No | Automatic Spatially-aware Fashion Concept Discov... | 2017-08-03 | Code |