Metric: AP 0.5 (higher is better)
| # | Model↕ | AP 0.5▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OWL-ViT (R50+H/32) | 41.8 | No | Simple Open-Vocabulary Object Detection with Vis... | 2022-05-12 | Code |
| 2 | DE-ViT | 28.4 | No | Detect Everything with Few Examples | 2023-09-22 | Code |
| 3 | One-Shot Object Detection | 22 | No | One-Shot Object Detection with Co-Attention and ... | 2019-11-28 | Code |
| 4 | Siamese Mask R-CNN | 16.3 | No | One-Shot Instance Segmentation | 2018-11-28 | Code |