Metric: Recall@10 (higher is better)
| # | Model↕ | Recall@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ComposeAE | 47.9 | No | Compositional Learning of Image-Text Query for I... | 2020-06-19 | Code |
| 2 | TIRG | 43.1 | No | Composing Text and Image for Image Retrieval - A... | 2018-12-18 | Code |
| 3 | Show and Tell | 42 | No | Show and Tell: A Neural Image Caption Generator | 2014-11-17 | Code |
| 4 | Attribute as Operator | 39.1 | No | Attributes as Operators: Factorizing Unseen Attr... | 2018-03-27 | Code |
| 5 | FiLM | 38.3 | No | FiLM: Visual Reasoning with a General Conditioni... | 2017-09-22 | Code |