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ResearchFormerly WizWand

3D Awareness Probing (Texture) on Feat2GS average of 6 datasets

18.11PSNRSigLIP 2
17.95417.994518.03518.0755Jul 18, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SigLIP 2Backbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0718.11600.31
AIMv2Backbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0718.05600.32
WebSSLBackbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0718.05600.32
CLIPBackbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0718.04600.32
EVA-CLIPBackbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0718.02600.32
FrancaBackbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0717.97620.32
DINOv2Backbone=ViT-L, Probing Framework=Feat2GS [16], Input Resolution=512, PCA Dimensionality=256, Probing Scheme=Texture2025.0717.96600.33