5-way 5-shot classification on CropDisease
98.36AccuracyPE-Core-LoRA + VtT
Evaluation results
| Method | Links | |
|---|---|---|
| PE-Core-LoRA + VtTbackbone=ViT/PE-Core2026.03 | 98.36 | |
| SigLIP2-LoRA + VtTbackbone=ViT/SigLip22026.03 | 97.63 | |
| PE-Core-LoRAbackbone=ViT/PE-Core2026.03 | 97.25 | |
| CLIP-LoRA-Vision + VtTbackbone=ViT/CLIP2026.03 | 97.21 | |
| LDCbackbone=ViT/CLIP2026.03 | 96.71 | |
| SigLIP2-LoRAbackbone=ViT/SigLip22026.03 | 96.43 | |
| StepSTPbackbone=ViT/CLIP2026.03 | 96.01 | |
| CLIP-LoRA-Visionbackbone=ViT/CLIP2026.03 | 95.88 | |
| Maple + VtTbackbone=ViT/CLIP2026.03 | 94.62 | |
| LP++backbone=ViT/CLIP2026.03 | 94.47 | |
| AMU-Tuningbackbone=ViT/CLIP2026.03 | 94.26 | |
| Tip-Adapterbackbone=ViT/CLIP2026.03 | 94.19 | |
| Maplebackbone=ViT/CLIP2026.03 | 93.5 | |
| CoOpbackbone=ViT/CLIP2026.03 | 93.31 |