Metric: mean average precision (higher is better)
| # | Model↕ | mean average precision▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OvarNet (ViT-B16) | 27.2 | Yes | OvarNet: Towards Open-vocabulary Object Attribut... | 2023-01-23 | Code |
| 2 | OVAD-Baseline (ResNet50) | 18.8 | No | Open-vocabulary Attribute Detection | 2022-11-23 | Code |
| 3 | OVR (ResNet50) | 15.1 | No | Open-Vocabulary Object Detection Using Captions | 2020-11-20 | Code |
| 4 | LocOv (ResNet50) | 14.9 | No | Localized Vision-Language Matching for Open-voca... | 2022-05-12 | Code |
| 5 | Object-Centric-OVD (ResNet50) | 14.6 | No | Bridging the Gap between Object and Image-level ... | 2022-07-07 | Code |