Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RDE | 49.78 | Yes | Noisy-Correspondence Learning for Text-to-Image ... | 2023-08-19 | Code |
| 2 | DECL | 47.7 | Yes | - | - | Code |
| 3 | IRRA | 46.38 | Yes | Cross-Modal Implicit Relation Reasoning and Alig... | 2023-03-22 | Code |
| 4 | CLIP-C | 42.58 | Yes | Learning Transferable Visual Models From Natural... | 2021-02-26 | Code |
| 5 | IVT | 37.22 | No | See Finer, See More: Implicit Modality Alignment... | 2022-08-18 | Code |
| 6 | SSAN | 28.9 | No | Semantically Self-Aligned Network for Text-to-Im... | 2021-07-27 | Code |