Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAE+MTP(ViT-L) | 79.69 | Yes | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 2 | MAE+MTP(ViT-B+RVSA) | 79.63 | Yes | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 3 | MAE+MTP(ViT-L+RVSA) | 79.54 | Yes | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 4 | SelectiveMAE+ViT-B | 79.5 | Yes | Scaling Efficient Masked Image Modeling on Large... | 2024-06-17 | Code |
| 5 | IMP+MTP(InternImage-XL) | 79.16 | Yes | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 6 | PSANet w/ ResNet50 - FMoW self-supervised pre-training w/ MoCo-V2 + Temporal Positives | 78.48 | Yes | Geography-Aware Self-Supervised Learning | 2020-11-19 | Code |
| 7 | PSANet w/ ResNet50 backbone - FMoW self-supervised pre-training w/ MoCo-V2 | 78.05 | Yes | Geography-Aware Self-Supervised Learning | 2020-11-19 | Code |
| 8 | PSANet w/ ResNet50 backbone - FMoW pretrained | 75.57 | Yes | Geography-Aware Self-Supervised Learning | 2020-11-19 | Code |
| 9 | PSANet w/ ResNet50 backbone - ImageNet pretrained | 75.23 | Yes | Geography-Aware Self-Supervised Learning | 2020-11-19 | Code |
| 10 | PSANet w/ ResNet50 backbone | 74.93 | No | Geography-Aware Self-Supervised Learning | 2020-11-19 | Code |