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Benchmarks
5-way 1-shot Classification on ISIC
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42.2
Accuracy
PE-Core-LoRA + VtT
31.8936
34.5693
37.245
39.9207
Mar 5, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PE-Core-LoRA + VtT
backbone=ViT/PE-Core
2026.03
42.2
PE-Core-LoRA
backbone=ViT/PE-Core
2026.03
40.89
CLIP-LoRA-Vision + VtT
backbone=ViT/CLIP
2026.03
38.2
CLIP-LoRA-Vision
backbone=ViT/CLIP
2026.03
36.4
SigLIP2-LoRA + VtT
backbone=ViT/SigLip2
2026.03
35.34
Maple + VtT
backbone=ViT/CLIP
2026.03
34.06
LDC
backbone=ViT/CLIP
2026.03
33.72
LP++
backbone=ViT/CLIP
2026.03
33.63
SigLIP2-LoRA
backbone=ViT/SigLip2
2026.03
33.47
Maple
backbone=ViT/CLIP
2026.03
33.38
StepSTP
backbone=ViT/CLIP
2026.03
32.97
CoOp
backbone=ViT/CLIP
2026.03
32.86
Tip-Adapter
backbone=ViT/CLIP
2026.03
32.68
AMU-Tuning
backbone=ViT/CLIP
2026.03
32.29
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