Semantic Segmentation on MTS12 S→N
27.5mIoUSpectralX on ScaleMAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SpectralX on ScaleMAECategory=Parameter-Efficient Fine-Tuning, Backbone=ScaleMAE, Fine-tuning protocol=Part2025.08 | 27.5 | 37 | 74.6 | |
| SpectralX on SatMAE++Category=Parameter-Efficient Fine-Tuning, Backbone=SatMAE++, Fine-tuning protocol=Part2025.08 | 27.1 | 36.6 | 74.3 | |
| SLR on SatMAE++Category=Parameter-Efficient Fine-Tuning, Backbone=SatMAE++, Fine-tuning protocol=Part2025.08 | 26.6 | 36 | 73.9 | |
| DSTCCategory=Domain Adaptation/Generalization2025.08 | 26.5 | 35.7 | 73 | |
| HyperSIGMACategory=Remote Sensing/Spectral Foundation Models, Fine-tuning protocol=Full2025.08 | 26.4 | 35.4 | 73.3 | |
| LoRA on SatMAE++Category=Parameter-Efficient Fine-Tuning, Backbone=SatMAE++, Fine-tuning protocol=Part2025.08 | 26.3 | 35.7 | 73.8 | |
| SLR on ScaleMAECategory=Parameter-Efficient Fine-Tuning, Backbone=ScaleMAE, Fine-tuning protocol=Part2025.08 | 26.1 | 35.3 | 73.5 | |
| LoRA on ScaleMAECategory=Parameter-Efficient Fine-Tuning, Backbone=ScaleMAE, Fine-tuning protocol=Part2025.08 | 25.8 | 34.9 | 73.1 | |
| SpectralGPT+Category=Remote Sensing/Spectral Foundation Models, Fine-tuning protocol=Full2025.08 | 24.8 | 33.7 | 72.4 | |
| SatMAE++Category=Remote Sensing/Spectral Foundation Models, Fine-tuning protocol=Full2025.08 | 23.8 | 32.9 | 69.9 | |
| DAENCategory=Domain Adaptation/Generalization2025.08 | 23 | 32 | 69.2 | |
| ScaleMAECategory=Remote Sensing/Spectral Foundation Models, Fine-tuning protocol=Full2025.08 | 23 | 31.9 | 69.5 | |
| SSCCategory=Domain Adaptation/Generalization2025.08 | 21.8 | 29.3 | 71.5 |