Metric: Actions Recall@5 (higher is better)
| # | Model↕ | Actions Recall@5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | iSEARLE-XL-OTI (CLIP L/14) | 32.55 | No | iSEARLE: Improving Textual Inversion for Zero-Sh... | 2024-05-05 | Code |
| 2 | SEARLE-XL-OTI (CLIP L/14) | 31.43 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |
| 3 | iSEARLE-XL (CLIP L/14) | 30.05 | No | iSEARLE: Improving Textual Inversion for Zero-Sh... | 2024-05-05 | Code |
| 4 | SEARLE-XL (CLIP L/14) | 29.02 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |
| 5 | Context-I2W | 28.5 | No | Context-I2W: Mapping Images to Context-dependent... | 2023-09-28 | Code |
| 6 | iSEARLE-OTI (CLIP B/32) | 26.63 | No | iSEARLE: Improving Textual Inversion for Zero-Sh... | 2024-05-05 | Code |
| 7 | iSEARLE (CLIP B/32) | 26.4 | No | iSEARLE: Improving Textual Inversion for Zero-Sh... | 2024-05-05 | Code |
| 8 | SEARLE-OTI (CLIP B/32) | 26 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |
| 9 | Pic2Word | 24.8 | No | Pic2Word: Mapping Pictures to Words for Zero-sho... | 2023-02-06 | Code |
| 10 | SEARLE (CLIP B/32) | 24.58 | No | Zero-Shot Composed Image Retrieval with Textual ... | 2023-03-27 | Code |