Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SeeDS | 68.9 | No | SeeDS: Semantic Separable Diffusion Synthesizer ... | 2023-10-07 | Code |
| 2 | RRFS-ZSD | 65.5 | No | Robust Region Feature Synthesizer for Zero-Shot ... | 2022-01-01 | Code |
| 3 | SUZOD | 64.9 | No | Synthesizing the Unseen for Zero-shot Object Det... | 2020-10-19 | Code |
| 4 | ZSD-SCR | 62.7 | No | Resolving Semantic Confusions for Improved Zero-... | 2022-12-12 | Code |
| 5 | PL | 62.1 | No | Polarity Loss for Zero-shot Object Detection | 2018-11-22 | Code |
| 6 | BLC | 55.2 | No | Background Learnable Cascade for Zero-Shot Objec... | 2020-10-09 | Code |
| 7 | HRE | 54.2 | No | Zero-Shot Object Detection by Hybrid Region Embe... | 2018-05-16 | Code |