Metric: A-R@1 (higher is better)
| # | Model↕ | A-R@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OSrCIR (CLIP G/14) | 19.6 | No | Reason-before-Retrieve: One-Stage Reflective Cha... | 2024-12-15 | Code |
| 2 | OSrCIR (CLIP L/14) | 17.9 | No | Reason-before-Retrieve: One-Stage Reflective Cha... | 2024-12-15 | Code |
| 3 | OSrCIR (CLIP B/32) | 17.4 | No | Reason-before-Retrieve: One-Stage Reflective Cha... | 2024-12-15 | Code |
| 4 | SEARLE (CLIP B/32) | 14.4 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |
| 5 | SEARLE (CLIP L/14) | 14.4 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |
| 6 | LinCIR (CLIP G/14) | 13.7 | No | Language-only Efficient Training of Zero-shot Co... | 2023-12-04 | Code |
| 7 | Context-I2W (CLIP L/14) | 12.7 | No | Context-I2W: Mapping Images to Context-dependent... | 2023-09-28 | Code |
| 8 | LinCIR (CLIP L/14) | 12.2 | No | Language-only Efficient Training of Zero-shot Co... | 2023-12-04 | Code |