Object detection on SARDet-100K
61.1mAPCoDe-MAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoDe-MAEBackbone=HiViT-B2026.04 | 61.1 | 90.6 | 66.6 | |
| SARVLMDetBackbone=ViT-B-16, Detection Head=Faster R-CNN2025.10 | 60.2 | 92.6 | 66.9 | |
| SARMAEBackbone=ViT-B2026.04 | 57.9 | — | — | |
| SARATR-XYear=20242024.05 | 57.3 | 88.7 | 62.8 | |
| SARATR-XBackbone=HiViT-B2026.04 | 57.3 | 88.7 | 62.8 | |
| SARATR-X2025.10 | 57.3 | 88.7 | 62.8 | |
| SUMMITBackbone=ViT-B2026.04 | 57 | 89.9 | 62.7 | |
| DenoDet v22025.10 | 56.7 | — | — | |
| MSFAYear=20242024.05 | 56.4 | 88.2 | 61.5 | |
| MSFABackbone=ConvNext-B2026.04 | 56.4 | 88.2 | 61.5 | |
| MSFA2025.10 | 56.4 | 88.2 | 59.5 | |
| MaRSBackbone=Swin V2-B2026.04 | 55.4 | — | 61.4 | |
| ConvNextYear=20222024.05 | 55.1 | 87.8 | 59.5 | |
| ConvNetX2025.10 | 55.1 | 87.8 | 59.5 | |
| Swin TransformerYear=20212024.05 | 53.8 | 87.8 | 59 | |
| Swim Transformer2025.10 | 53.8 | 87.8 | 59 | |
| VANYear=20222024.05 | 53.5 | 86.8 | 58 | |
| VAN2025.10 | 53.5 | 86.8 | 58 | |
| Deformable DETRYear=20202024.05 | 50 | 85.1 | 51.7 | |
| Deformable DETR2025.10 | 50 | 85.1 | 51.7 | |
| Dab-DETR2025.10 | 45.9 | 79 | 47.9 | |
| Sparse R-CNN2025.10 | 38.1 | 62.3 | 38.8 | |
| DETR2025.10 | 31.8 | 62.3 | 30 |