5-way 5-shot Classification on ChestX
27.05AccuracyPE-Core-LoRA + VtT
Evaluation Results
| Method | Links | |
|---|---|---|
| PE-Core-LoRA + VtTbackbone=ViT/PE-Core2026.03 | 27.05 | |
| CLIP-LoRA-Vision + VtTbackbone=ViT/CLIP2026.03 | 26.42 | |
| StepSTPbackbone=ViT/CLIP2026.03 | 26.36 | |
| LDCbackbone=ViT/CLIP2026.03 | 25.89 | |
| SigLIP2-LoRA + VtTbackbone=ViT/SigLip22026.03 | 25.54 | |
| CLIP-LoRA-Visionbackbone=ViT/CLIP2026.03 | 24.61 | |
| PE-Core-LoRAbackbone=ViT/PE-Core2026.03 | 24.44 | |
| SigLIP2-LoRAbackbone=ViT/SigLip22026.03 | 24.24 | |
| Tip-Adapterbackbone=ViT/CLIP2026.03 | 24.07 | |
| Maple + VtTbackbone=ViT/CLIP2026.03 | 24.04 | |
| LP++backbone=ViT/CLIP2026.03 | 23.89 | |
| CoOpbackbone=ViT/CLIP2026.03 | 23.35 | |
| AMU-Tuningbackbone=ViT/CLIP2026.03 | 23.34 | |
| Maplebackbone=ViT/CLIP2026.03 | 22.96 |