Scene Classification on RESISC-45 Standard (20% train/80% test)
96.32OASkySense
Evaluation results
| Method | Links | |
|---|---|---|
| SkySenseBackbone=Swin-H2024.03 | 96.32 | |
| IMP + MTPBackbone=InternImage-XL, Pretraining=ImageNet-22K2024.03 | 96.27 | |
| SkySenseBackbone=Swin-L2024.03 | 95.92 | |
| MAE + MTPBackbone=ViT-L + RVSA2024.03 | 95.88 | |
| IMPBackbone=InternImage-XL, Pretraining=ImageNet-22K2024.03 | 95.82 | |
| RingMoBackbone=Swin-B2024.03 | 95.67 | |
| CSPTBackbone=ViT-L2024.03 | 95.62 | |
| RSPBackbone=ViTAEv2-S2024.03 | 95.6 | |
| MAE + MTPBackbone=ViT-B + RVSA2024.03 | 95.57 | |
| CMIDBackbone=Swin-B2024.03 | 95.53 | |
| MAEBackbone=ViT-B + RVSA2024.03 | 95.49 | |
| MAEBackbone=ViT-L + RVSA2024.03 | 95.46 | |
| Scale-MAEBackbone=ViT-L2024.03 | 95.04 | |
| SatLasBackbone=Swin-B2024.03 | 94.7 | |
| GFMBackbone=Swin-B2024.03 | 94.64 | |
| SatMAEBackbone=ViT-L2024.03 | 94.1 | |
| TOVBackbone=ResNet-502024.03 | 93.79 | |
| GASSLBackbone=ResNet-502024.03 | 93.06 | |
| SeCoBackbone=ResNet-502024.03 | 92.91 | |
| GeRSPBackbone=ResNet-502024.03 | 92.74 | |
| CACoBackbone=ResNet-502024.03 | 91.94 |