Metric: MAP (higher is better)
| # | Model↕ | MAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DASS-Detector (YOLOX Tiny) | 67.41 | Yes | Domain-Adaptive Self-Supervised Pre-Training for... | 2022-11-19 | Code |
| 2 | TADP | 57.4 | No | Text-image Alignment for Diffusion-based Percept... | 2023-09-29 | Code |
| 3 | H2FA R-CNN (+extra) | 53 | Yes | - | - | Code |
| 4 | H2FA R-CNN | 46.4 | No | - | - | Code |
| 5 | DT+PL (+extra) | 42.2 | Yes | Cross-Domain Weakly-Supervised Object Detection ... | 2018-03-30 | Code |
| 6 | DT+PL | 37.2 | No | Cross-Domain Weakly-Supervised Object Detection ... | 2018-03-30 | Code |
| 7 | ICCM | 37.1 | No | - | - | - |
| 8 | MI-max | 27 | No | Multiple instance learning on deep features for ... | 2020-08-03 | Code |