Remote Sensing Image Classification on FUSRS
92.5Head Macro F1 ScoreCLORA w/ debLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLORA w/ debLoRAFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 92.5 | 86.1 | |
| LORA w/ debLoRAFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 90.1 | 81 | |
| CLORAFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 89.9 | 82 | |
| LORA w/ SADE [68]Foundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 89.6 | 78.4 | |
| Fine-TuneFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 88.6 | 73.6 | |
| LORAFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 87.1 | 76.3 | |
| LORA w/ ResLT [9]Foundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 86.6 | 75.4 | |
| Zero-ShotFoundation Model=SatMAE, Evaluation Protocol=Linear Probing2024.10 | 78.3 | 67.8 |