Composed Image Retrieval (CoIR) on ImageNet-R
Metric: mAP (higher is better)
Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FreeDom (CLIP-L/14) | 29.91 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |
| 2 | SEARLE (CLIP-L/14) | 14.04 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |
| 3 | CompoDiff (CLIP-L/14) | 12.88 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |
| 4 | WeiCom (CLIP-L/14) | 10.47 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |
| 5 | MagicLens (CLIP-L/14) | 9.13 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |
| 6 | Pic2Word (CLIP-L/14) | 7.88 | No | Composed Image Retrieval for Training-Free Domai... | 2024-12-04 | Code |