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ResearchFormerly WizWand

Classification on AID

97.76OACoDe-MAE
66.601674.690882.7890.8692Apr 18, 2026Apr 27, 2026May 7, 2026May 17, 2026May 26, 2026Jun 5, 2026Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CoDe-MAEBackbone=HiViT-B, Training Ratio=20%2026.0497.76
SkySenseBackbone=Swin V2-H, Training Ratio=20%2026.0497.68
SelectiveMAEBackbone=ViT-L, Training Ratio=20%2026.0497.25
RVSABackbone=ViT-B+RVSA, Training Ratio=20%2026.0497.03
RingMoBackbone=Swin-B, Training Ratio=20%2026.0496.9
MaRSBackbone=Swin V2-B, Training Ratio=20%2026.0496.84
SelectiveMAEBackbone=ViT-B, Training Ratio=20%2026.0496.78
ScaleMAEBackbone=ViT-L, Training Ratio=20%2026.0496.44
GFMBackbone=Swin-B, Training Ratio=20%2026.0495.47
SatMAEBackbone=ViT-L, Training Ratio=20%2026.0495.02
SatLasBackbone=Swin-B, Training Ratio=20%2026.0494.96
RemoteCLIPARCH=ViT-B/32, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0687.3
RemoteCLIPARCH=RN-50, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0681.9
RemoteCLIPARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0680.9
SigLIP2ARCH=ViT-L/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0676.2
SigLIPARCH=ViT-L/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0676.1
MetaCLIP-2.5BARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0674.6
GeoRSCLIPARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0674.5
SkyCLIPARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0672.5
GeoRSCLIPARCH=ViT-B/32, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0672
SigLIP2ARCH=ViT-B/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0671.8
MetaCLIP-400MARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0671.4
CLIP LAION-RSARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0670.7
CLIPARCH=ViT-L/14, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0670.3
SigLIPARCH=ViT-B/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0669.9
CLIPARCH=ViT-B/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0669.3
MetaCLIP-2.5BARCH=ViT-B/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0669.2
MetaCLIP-400MARCH=ViT-B/16, Zero-shot=true, Approach=Meta-prompting (LLaMA-3.1)2026.0667.8