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Benchmarks
5-way 5-shot Classification on ISIC
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60.03
Accuracy
PE-Core-LoRA + VtT
43.9828
48.1489
52.315
56.4811
Mar 5, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PE-Core-LoRA + VtT
backbone=ViT/PE-Core
2026.03
60.03
PE-Core-LoRA
backbone=ViT/PE-Core
2026.03
58.81
CLIP-LoRA-Vision + VtT
backbone=ViT/CLIP
2026.03
56.2
SigLIP2-LoRA + VtT
backbone=ViT/SigLip2
2026.03
55.11
CLIP-LoRA-Vision
backbone=ViT/CLIP
2026.03
52.22
StepSTP
backbone=ViT/CLIP
2026.03
52.12
SigLIP2-LoRA
backbone=ViT/SigLip2
2026.03
51.79
Maple + VtT
backbone=ViT/CLIP
2026.03
49.81
LDC
backbone=ViT/CLIP
2026.03
49.7
LP++
backbone=ViT/CLIP
2026.03
48.49
Maple
backbone=ViT/CLIP
2026.03
48.35
Tip-Adapter
backbone=ViT/CLIP
2026.03
46.96
CoOp
backbone=ViT/CLIP
2026.03
45.78
AMU-Tuning
backbone=ViT/CLIP
2026.03
44.6
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