Metric: MAP (higher is better)
| # | Model↕ | MAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | H2FA R-CNN (clipart_all) | 69.8 | No | - | - | Code |
| 2 | DASS-Detector (YOLOX Tiny) | 64.25 | No | Domain-Adaptive Self-Supervised Pre-Training for... | 2022-11-19 | Code |
| 3 | H2FA R-CNN (clipart_test) | 55.3 | No | - | - | Code |
| 4 | ICCM | 46.7 | No | - | - | - |
| 5 | DT+PL | 46 | No | Cross-Domain Weakly-Supervised Object Detection ... | 2018-03-30 | Code |
| 6 | MEAA | 41.1 | Yes | - | - | Code |
| 7 | CDDMSL | 39.8 | No | Semi-Supervised Domain Generalization for Object... | 2023-09-24 | Code |
| 8 | MI-max | 38.4 | No | Multiple instance learning on deep features for ... | 2020-08-03 | Code |