5-way 1-shot Classification on EuroSAT
86.16AccuracyPE-Core-LoRA + VtT
Evaluation results
| Method | Links | |
|---|---|---|
| PE-Core-LoRA + VtTbackbone=ViT/PE-Core2026.03 | 86.16 | |
| CLIP-LoRA-Vision + VtTbackbone=ViT/CLIP2026.03 | 85.01 | |
| PE-Core-LoRAbackbone=ViT/PE-Core2026.03 | 84.49 | |
| Maple + VtTbackbone=ViT/CLIP2026.03 | 82.25 | |
| CLIP-LoRA-Visionbackbone=ViT/CLIP2026.03 | 81.72 | |
| SigLIP2-LoRA + VtTbackbone=ViT/SigLip22026.03 | 76.1 | |
| Maplebackbone=ViT/CLIP2026.03 | 76.05 | |
| Tip-Adapterbackbone=ViT/CLIP2026.03 | 75.44 | |
| LDCbackbone=ViT/CLIP2026.03 | 74.19 | |
| SigLIP2-LoRAbackbone=ViT/SigLip22026.03 | 74.16 | |
| LP++backbone=ViT/CLIP2026.03 | 73.05 | |
| AMU-Tuningbackbone=ViT/CLIP2026.03 | 72.24 | |
| CoOpbackbone=ViT/CLIP2026.03 | 72.08 | |
| StepSTPbackbone=ViT/CLIP2026.03 | 70.01 |