Horizontal Object Detection on DIOR
78.7mAP50SelectiveMAE
Evaluation results
| Method | Links | |
|---|---|---|
| SelectiveMAEBackbone=ViT-L [2], Params (M)=307, Throughput/Minute=533k2024.06 | 78.7 | |
| SelectiveMAEBackbone=ViT-L [2], Params (M)=307, Throughput/Minute=533k, Pre-training=OpticalRS-13 (4M)2024.06 | 77.8 | |
| OREOLEBackbone=VIT-G [43], Params (M)=9142024.06 | 77.4 | |
| RingMoBackbone=Swin-B [102], Params (M)=882024.06 | 75.9 | |
| RVSABackbone=VIT-B+RVSA [21], Params (M)=862024.06 | 75.8 | |
| SelectiveMAEBackbone=ViT-B [2], Params (M)=86, Throughput/Minute=556k2024.06 | 75.8 | |
| SelectiveMAEBackbone=ViT-B [2], Params (M)=86, Throughput/Minute=556k, Pre-training=OpticalRS-13 (4M)2024.06 | 75.7 | |
| MAEBackbone=ViT-B [2], Params (M)=86, Throughput/Minute=264k, Pre-training=OpticalRS-13 (4M)2024.06 | 75.4 | |
| SatLasBackbone=Swin-B [102], Params (M)=88, Throughput/Minute=243k2024.06 | 74.1 | |
| ScaleMAEBackbone=ViT-L [2], Params (M)=307, Throughput/Minute=206k2024.06 | 73.81 | |
| GFMBackbone=Swin-B [102], Params (M)=882024.06 | 72.84 | |
| SatMAEBackbone=ViT-L [2], Params (M)=307, Throughput/Minute=205k2024.06 | 70.89 | |
| TOVBackbone=ResNet-50 [101], Params (M)=262024.06 | 70.16 | |
| GASSLBackbone=ResNet-50 [101], Params (M)=262024.06 | 67.4 | |
| CACOBackbone=ResNet-50 [101], Params (M)=262024.06 | 66.91 | |
| SSL4EOBackbone=ViT-S [2], Params (M)=222024.06 | 64.82 |