Object Detection on DOTA (test)
81.77mAPOriented R-CNN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Oriented R-CNNBackbone=ARC-R50, multi-scale training=true, multi-scale testing=true2023.03 | 81.77 | — | — | — | — | — | — | |
| RVSABackbone=ViTAE-B, multi-scale training=true, multi-scale testing=true2023.03 | 81.24 | — | — | — | — | — | — | |
| KFIOUBackbone=Swin-T, multi-scale training=true, multi-scale testing=true2023.03 | 80.93 | — | — | — | — | — | — | |
| AOPGBackbone=R50, multi-scale training=true, multi-scale testing=true2023.03 | 80.66 | — | — | — | — | — | — | |
| R3Det-KLDBackbone=R152, multi-scale training=true, multi-scale testing=true2023.03 | 80.63 | — | — | — | — | — | — | |
| Oriented R-CNNBackbone=R50, multi-scale training=true, multi-scale testing=true2023.03 | 80.62 | — | — | — | — | — | — | |
| R3Det-GWDBackbone=R152, multi-scale training=true, multi-scale testing=true2023.03 | 80.19 | — | — | — | — | — | — | |
| ReDetBackbone=ReR50, multi-scale training=true, multi-scale testing=true2023.03 | 80.1 | — | — | — | — | — | — | |
| S2ANetBackbone=R50, multi-scale training=true, multi-scale testing=true2023.03 | 79.42 | — | — | — | — | — | — | |
| SASMBackbone=RX101, multi-scale training=true, multi-scale testing=true2023.03 | 79.17 | — | — | — | — | — | — | |
| R3DetBackbone=R152, multi-scale training=true, multi-scale testing=true2023.03 | 76.47 | — | — | — | — | — | — | |
| FLAME with RS-OWL-ViT-v2Evaluation protocol=Few-shot2025.10 | 53.96 | — | — | — | — | — | — | |
| LSKNet2026.04 | 53.23 | 81.3 | 58.71 | 49.59 | 62.74 | 75.53 | 63.52 | |
| HMR-Net2026.04 | 53.17 | 81.24 | 59.08 | 49.82 | 63.18 | 75.91 | 63.74 | |
| ORFENet2026.04 | 52.85 | 80.97 | 58.84 | 50.03 | 62.81 | 75.37 | 63.49 | |
| RTMDet2026.04 | 51.43 | 80.42 | 56.35 | 42.46 | 60.28 | 73.79 | 60.78 | |
| AFD2026.04 | 50.73 | 78.48 | 55.32 | 45.51 | 59.72 | 73.38 | 60.53 | |
| MoCaE2026.04 | 50.56 | 81.03 | 55.64 | 43.38 | 61.7 | 74.89 | 61.2 | |
| Me R-CNN2026.04 | 48.64 | 77.48 | 51.13 | 38.26 | 57.85 | 72.59 | 57.66 | |
| DAMEX2026.04 | 48.12 | 78.05 | 52.46 | 40.57 | 58.26 | 73.1 | 58.46 | |
| H2RBox2026.04 | 47.54 | 75.31 | 51.42 | 39.84 | — | 72.68 | 57.24 | |
| CR-CNN2026.04 | 47.49 | 75.26 | 48.81 | 37.24 | 55.64 | 72.43 | 56.12 | |
| BabelRSOptimization Stage=Pretraining stage optimization2026.03 | 46.96 | 77.73 | — | — | — | — | — | |
| Uncertainty lossOptimization Stage=Fine-tuning stage optimization2026.03 | 46.94 | 78.73 | — | — | — | — | — | |
| FR-CNN2026.04 | 46.61 | 74.58 | 47.33 | 35.39 | 53.72 | 71.16 | 54.8 | |
| UniDetOptimization Stage=Fine-tuning stage optimization2026.03 | 46.49 | 78.28 | — | — | — | — | — | |
| SM3DetOptimization Stage=Fine-tuning stage optimization2026.03 | 46.47 | 77.88 | — | — | — | — | — | |
| DAOptimization Stage=Fine-tuning stage optimization2026.03 | 46.23 | 78.47 | — | — | — | — | — | |
| SIoUEvaluation protocol=Few-shot2025.10 | 45.88 | — | — | — | — | — | — | |
| Simple Joint TrainingOptimization Stage=Fine-tuning stage optimization2026.03 | 45.18 | 76.37 | — | — | — | — | — | |
| RS-OWL-ViT-v2Evaluation protocol=Zero-shot2025.10 | 31.83 | — | — | — | — | — | — | |
| OWL-ViT-v2Evaluation protocol=Zero-shot2025.10 | 13.77 | — | — | — | — | — | — |