Metric: Recall@1 (higher is better)
| # | Model↕ | Recall@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ComposeAE | 13.9 | No | Compositional Learning of Image-Text Query for I... | 2020-06-19 | Code |
| 2 | TIRG | 12.2 | No | Composing Text and Image for Image Retrieval - A... | 2018-12-18 | Code |
| 3 | Show and Tell | 11.9 | No | Show and Tell: A Neural Image Caption Generator | 2014-11-17 | Code |
| 4 | FiLM | 10.1 | No | FiLM: Visual Reasoning with a General Conditioni... | 2017-09-22 | Code |
| 5 | Attribute as Operator | 8.8 | No | Attributes as Operators: Factorizing Unseen Attr... | 2018-03-27 | Code |