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DatasetMetrics\\MethodsPoint-EShap-E3DFuseNeuralLiftRealFusionZero-1-to-3Magic123 (Ours)
NeRF4CLIP-Similarity↑0.480.600.600.520.380.620.80
PSNR↑0.700.9911.6412.5515.3723.9624.62
LPIPS↓0.800.760.290.400.200.050.03
CLIP-Similarity↑0.530.590.670.650.670.750.82
RealFusion15PSNR↑0.981.2310.3211.0818.8719.4919.50
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10varying 入3D When 入2D=0varying 入2D when 入3D=0
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InputMagic123 2D0.040.050.060.080.040.040.07
(Coarse)Magic123 2DMagic1233D (Coarse)Magic1233DMagic123 (Coarse)Magic123Magic123 w/o (Coarse)Magic123 w/o textual inversion textual inversion
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